Curriculum Vitae
BIOGRAPHY
Dr Zati Hakim Azizul Hasan is a Senior Lecturer at the Department of Artificial Intelligence, Faculty of Computer Science & Information Technology, UM, and currently serves as Coordinator at Pusat Teknologi Inovasi under the Deputy Vice-Chancellor (Research & Innovation). She previously coordinated the Master of Computer Science (Research) and Master of Computer Science (Applied Computing) programs between 2021 and 2025, strengthening postgraduate training and research capacity.
Her research covers AI robotics, swarm robot optimisation, SLAM, and soft sensor technologies, with applications in search and rescue, food security, intelligent farming, water monitoring, and genomics. She has secured over RM 2.14 million in competitive research funding and, in 2025, was awarded RM8.5 million by the Ministry of Higher Learning, Malaysia, for the UM AI Robotics Teaching and Learning Empowerment Project—a landmark initiative that underscores her leadership in advancing national education and innovation agendas.
Dr Zati has published in leading journals such as Swarm and Evolutionary Computation, IEEE Access, and PeerJ Computer Science. Her international collaborations span Malaysia, the UK, and ASEAN, supported by Microsoft AI for Earth, the British Council Catalyst Grant, and UKRI, enhancing UM’s global visibility in cutting-edge AI and robotics.
She is also dedicated to talent development through Robotedge (UM’s AI Robotics Lab), where her students have won awards at RoboCup Asia Pacific, RoboCup Malaysia Open, IEEE Malaysia competitions, and international innovation carnivals. Her community engagement includes the KitaK2K initiative with ThinkCity, ensuring children in public housing (PPR) gain equal access to robotics education, reflecting UM’s mission of inclusive education and societal transformation.
AREAS OF EXPERTISE
- AUTONOMOUS TRANSPORTATION (INCLUDING AUTONOMOUS VEHICLES, DRIVING, UAV, UNDERWATER ROV, SPACE ROV)Engineering, Interdisciplinary Engineering, Robotics, Automations And Cyber Physical Systems
- ARTIFICIAL INTELLIGENCE AND ROBOTIC SYSTEMEngineering, Interdisciplinary Engineering, Robotics, Automations And Cyber Physical Systems
- ROBOTICS CONTROL ALGORITHM (INCLUDING SWARM ROBOTICS)Applied Science And Technology, Information And Communication Technology (ict), Artificial Intelligence And Machine Learning
- COMMUNITY DISASTER RESILIENCYGovernance And National Sovereignty, Internal Defense Resiliency
- ADEQUATE FOOD, WATER AND ENERGYHuman And Societal Resilency, Basic Human And Social Needs
ACADEMIC QUALIFICATION
- PhD(Artificial Intelligent Robotics), (ARTIFICIAL INTELLIGENT & ROBOTICS)Auckland University of Technology, New Zealand
- MCompSc, (SAINS KOMPUTER)Universiti Malaya (UM)
- BCompSc(Hons)(ArtificialIntelligence), (KEPINTARAN BUATAN)Universiti Malaya (UM)
ADMINISTRATIVE DUTIES
- Coordinator20 May 2025 - present (Seksyen Pembelajaran dan Pembangunan Projek, Deputy Vice-chancellor (research and Innovation))
- Pelantikan Penyelaras Penasihat Akademik AI - Dr. Zati (2025-2027)28 May 2025 - 27 May 2027 (Department)
- Surat Pelantikan Ahli Jawatankuasa Tapisan Kecemerlangan UM15 Apr 2025 - 14 Apr 2027 (University Malaya)
- Pelantikan Core Members CoE AI&ET01 Apr 2025 - 31 Mar 2027 (University Malaya)
- COE Food Security and Intelligent Farming20 May 2025 - 31 Dec 2026 (University Malaya)
- JK TAPISAN PELANTIKAN FAKULTI18 Aug 2023 - 17 Aug 2026 (Faculty)
- Task Force Member01 Jul 2025 - 30 Jun 2026 (National)
- Surat Pelantikan Penyelia Fakulti_ LI Jabatan AI25 Sep 2025 - 08 Mar 2026 (Department)
- PELANTIKAN SEBAGAI PENYELARAS KURSUS SHE TERAS PROGRAM TERAS FAKULTI ELEKTIF FAKULTI BAGI SEMESTER I, SESI 2025.202613 Oct 2025 - 08 Mar 2026 (Department)
- PELANTIKAN SEBAGAI AHLI JAWATANKUASA SEMAKAN MODUL AI04 Feb 2025 - 03 Feb 2026 (University Malaya)
- Surat Pelantikan AJK Kurikulum Sarjana Sains Komputer Penyelidikan11 Jul 2025 - 31 Dec 2025 (Faculty)
- Surat Pelantikan AJK Buku Panduan & Brosur Sesi Akademik 2024.2025 (ID)(IT) - full05 Aug 2024 - 31 Dec 2025 (Faculty)
- APPOINTMENT AS PANEL FOR WQD700270237025 DATA SCIENCE RESEARCH PROJECT20 Nov 2025 - 31 Dec 2025 (Faculty)
- APPOINTMENT AS PANEL FOR WQF7023 ARTIFICIAL INTELLIGENCE RESEARCH PROJECT20 Nov 2025 - 31 Dec 2025 (Faculty)
- Surat Pelantikan AJK Roadshow 202501 Jan 2025 - 31 Dec 2025 (Faculty)
- Surat Pelantikan AJK Jadual Waktu 202501 Jan 2025 - 31 Dec 2025 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- PELANTIKAN AJK SPESIFIKASI PEMBEKALAN DAN PENGHANTARAN LAPTOP FSKTM04 Jun 2025 - 31 Dec 2025 (University Malaya)
- SURAT PELANTIKAN TASKFORCE UM WOW29 Sep 2025 - 10 Oct 2025 (University Malaya)
- Pelantikan Penyelia Akademik Sem 2, 24.25 AI13 Jun 2025 - 31 Aug 2025 (Department)
- LANTIKAN PENGERUSI JK TEKNIKAL & KEWANGAN BAGI PEROLEHAN PERKHIDMATAN NAIK TARAF DAN TRANSFORMASI DIGITAL SISTEM SAP ECC KEPADA SAP RISE BAGI UNIVERSITI MALAYA.21 May 2025 - 21 May 2025 (University Malaya)
- Lantikan Pengerusi JK Penyediaan Spesifikasi JTM (WEB VULNERABILITY SCANNER ACUNETIX OLEH JTM)08 May 2025 - 08 May 2025 (University Malaya)
- PELANTIKAN SEBAGAI AHLI TASKFORCE APLIKASI DEEP SEEK AI10 Feb 2025 - 09 Apr 2025 (University Malaya)
- Pelantikan Panel Penilai FYP Semester 1, Sesi 2024.2025 dan Semester 2, Khas, Sesi 2023.202418 Nov 2024 - 31 Mar 2025 (Faculty)
- Surat Pelantikan Penyelaras Kursus SHE, Teras Program, Fakulti, Elektif Fakulti Sem 1, 24.2508 Oct 2024 - 31 Mar 2025 (Faculty)
- Pelantikan Penyelia FYP Semester 2 dan Khas, Sesi 2023.202418 Nov 2024 - 31 Mar 2025 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- PELANTIKAN PANEL MDS LIM JIE YING05 Nov 2024 - 31 Mar 2025 (Faculty)
- Pelantikan Moderator Markah FE & AA Sem 1, 2024.202508 Nov 2024 - 31 Mar 2025 (Faculty)
- Surat Pelantikan Penyelia Fakulti LI Sem II, 23.24 - KB28 May 2024 - 16 Mar 2025 (Department)
- JK TASKFORCE MCS RESEARCH03 Mar 2023 - 04 Mar 2025 (Faculty)
- JK TASKFORCE MCS MIX MODE09 Mar 2023 - 04 Mar 2025 (Faculty)
- COORDINATOR MCS RESEARCH PROGRAMME09 Mar 2023 - 04 Mar 2025 (Faculty)
- JK SEBUTHARGA UM (JSUM)14 Feb 2023 - 13 Feb 2025 (University Malaya)
- Fellow03 Oct 2022 - 02 Oct 2024 (Makerspace, Deputy Vice-chancellor (research and Innovation))
- Surat Pelantikan Taskforce Roadshow 202416 Feb 2024 - 31 Dec 2024 (Faculty)
- Surat Pelantikan Moderator Kertas Peperiksaan & Penilaian Alternatif Sem II, 23.2406 May 2024 - 30 Sep 2024 (Faculty)
- Surat Pelantikan AJK Program Hari Terbuka FSKTM 2024-full23 Aug 2024 - 24 Aug 2024 (Faculty)
- PELANTIKAN AJK SPESIFIKASI (PENGERUSI) SIBER FIREWALL23 Apr 2024 - 23 Apr 2024 (University Malaya)
- FSKTM Course Coordinator Sem 1 2023/202412 Sep 2023 - 31 Dec 2023 (Faculty)
- Task Force Member17 Apr 2023 - 31 Dec 2023 (University Malaya)
- Pengerusi JK Penilaian Teknikal Perolehan Bekalan/Perkhidmatan Melebihi RM50k - JTM/Disember14 Dec 2023 - 21 Dec 2023 (University Malaya)
- FSKTM Open Day Taskforce Member28 Jul 2023 - 29 Jul 2023 (Faculty)
- Pengerusi JK Penilaian Teknikal Perolehan Bekalan/Perkhidmatan Melebihi RM50k - JTM/Mei30 May 2023 - 06 Jun 2023 (University Malaya)
- Pengerusi JK Penilaian Teknikal Perolehan Bekalan/Perkhidmatan Melebihi RM50k - JTM/Mei02 May 2023 - 09 May 2023 (University Malaya)
- Committee Members12 Sep 2022 - 31 Dec 2022 (University Malaya)
- Committee Members01 Dec 2022 - 31 Dec 2022 (University Malaya)
- Course Coordinator14 Oct 2022 - 31 Dec 2022 (Faculty)
- Task Force Member10 Mar 2022 - 31 Dec 2022 (Faculty)
- Supervisor14 Oct 2022 - 31 Dec 2022 (Faculty)
- Task Force Member30 May 2022 - 31 Dec 2022 (Faculty)
- Task Force Member08 Feb 2022 - 31 Dec 2022 (Faculty)
- Programme Coordinator01 Jan 2022 - 31 Dec 2022 (Faculty)
- Committee Members03 Nov 2022 - 31 Dec 2022 (University Malaya)
- Committee Members25 Oct 2022 - 31 Dec 2022 (University Malaya)
- Committee Members12 Aug 2022 - 31 Dec 2022 (University Malaya)
- Committee Members07 Mar 2022 - 31 Dec 2022 (Faculty)
- Committee Members12 Aug 2022 - 31 Dec 2022 (University Malaya)
- Committee Members12 Aug 2022 - 31 Dec 2022 (University Malaya)
- Task Force Member08 Feb 2022 - 31 Dec 2022 (Faculty)
- Task Force Member01 Oct 2022 - 31 Dec 2022 (Department)
- Programme Coordinator01 Jan 2021 - 31 Dec 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- Programme Coordinator01 Jan 2021 - 31 Dec 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- Programme Coordinator07 Dec 2020 - 31 Dec 2020 (Faculty)
- 2020 Pemeriksa Dalam Peperiksaan01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 Panel Temuduga (SATU)01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 Panel Penilai FYP1&201 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK Warden Kebakaran01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK UM Meal Scholarship01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK Roadshow01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK JKK01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK CTCS01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 Academic Advisor01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 JK AI Virtual Talk01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2020 Penyelia Latihan Industri01 Jan 2020 - 31 Dec 2020 (Faculty)
- 2019 JK JKK01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2019 JK Roadshow01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2019 Panel Penilai FYP1&201 Jan 2019 - 31 Dec 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2019 Supervisor Latihan Industri01 Jan 2019 - 31 Dec 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2019 Academic Advisor01 Jan 2019 - 31 Dec 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2019 JK Warden Kebakaran01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2019 Penasihat Fiesta Tech-Day01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2019 Penyelaras Kursus Teras01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2019 JK JKOM01 Jan 2019 - 31 Dec 2019 (National)
- 2019 JK CTCS01 Jan 2019 - 31 Dec 2019 (Faculty)
- 2018 JK Warden Kebakaran19 Jan 2018 - 31 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2018 JK CTCS Teaching Certificate01 Jan 2018 - 31 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2018 JK Roadshow01 Oct 2018 - 31 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2018 JK JKK24 Oct 2018 - 31 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2018 Penasihat Akademik01 Jan 2018 - 31 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2018 JK Mobiliti01 Jan 2018 - 30 Sep 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2017 JK CTCS Teaching Certification01 Apr 2017 - 31 Dec 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2017 JK Mobiliti01 Jan 2017 - 31 Dec 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2017 JK Warden Kebakaran10 Mar 2017 - 31 Dec 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2017 JK Piala Dekan (Advisor & Mentor)01 Jan 2017 - 30 Apr 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2017 JK Bengkel Celik IT01 Jan 2017 - 10 Mar 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 Mobility Committee05 Sep 2016 - 31 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 Roadshow Committee06 Jun 2016 - 31 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 IPR Taskforce Committee01 Aug 2016 - 31 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 UMExpert Analysis Project Committe01 Jan 2016 - 14 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 UM111 Fancy Dress 5KM Walk Committee (Promotion)01 Feb 2016 - 12 Nov 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 UM111 Fancy Dress 5KM Walk Committee (Treasurer)01 Feb 2016 - 12 Nov 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 UM111 Fancy Dress 5KM Walk Committee (Registration)01 Feb 2016 - 12 Nov 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 PgRES Committee (Head, Registration & Article)01 Feb 2016 - 01 Jun 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 PgRES Committee (Head, Marketing and Publicity)01 Feb 2016 - 01 Jun 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2016 PgRES Committee (Head, Symposium Kit, Registration & Hospitality)01 Feb 2016 - 01 Jun 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 UMExpert Analysis Project Committee01 Jan 2015 - 31 Dec 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 MyAppsTec Committee (Android Training)01 Jan 2015 - 27 Nov 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 MyAppsTEC Committee01 Jan 2015 - 27 Nov 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 LaTeX Workshop Committee (Marketing & Publicity)06 Jun 2015 - 06 Nov 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 AI Day Committee (Showcase)01 Apr 2015 - 02 Oct 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 Web Development Workshop Committee12 Sep 2015 - 13 Sep 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2015 PgRES (Head, Marketing and Publicity)27 Jan 2015 - 09 Jun 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2014 IPR Taskforce Committee01 Aug 2014 - 31 Dec 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2014 Roadshow Committee10 Nov 2014 - 31 Dec 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2014 UMExpert Analysis Project Committee15 Dec 2014 - 31 Dec 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
- 2014 MRUN-IRU Rapporteur11 Nov 2014 - 11 Nov 2014 (University Malaya)
- 2014 APRU PROVOST Rapporteur03 Nov 2014 - 05 Nov 2014 (University Malaya)
MEMBERSHIPS
- 2022 NSA MEMBERSHIP, MEMBERSince 2022 (National)
- 2025 IEEE MEMBER MALAYSIA SECTION, MEMBER2025 to 2025 (International)
- MALAYSIAN AI ROBOTICS SOCIETY (MARS) EDUCATION VICE PRESIDENT, VICE PRESIDENT2024 to 2025 (National)
- MALAYSIAN AI ROBOTICS SOCIETY (MARS) EDUCATION VICE PRESIDENT, VICE PRESIDENT2023 to 2024 (National)
- EDITORIAL BOARD MEMBER FOR INTERNATIONAL STEM JOURNAL, EDITORIAL BOARD2023 to 2023 (International)
- INTERNATIONAL STEM JOURNAL EDITORIAL BOARD, EDITORIAL BOARD2022 to 2022 (International)
- 2021 PELANTIKAN PENYELARAS KURSUS TERAS FAKULTI, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN PEMAMER UM PG AUG, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN JK UM TASK FORCE 2.1, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN PEMAMER UM PG FEB, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN JK SPESIFIKASI ICT, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN JK REACCREDITATION MCS RESEARCH, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN JK SEMAKAN KURIKULUM MCS RESEARCH, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN JK WARDEN KEBAKARAN, MEMBER2021 to 2021 (University)
- 2021 PELANTIKAN PENYELARAS MCS RESEARCH, MEMBER2021 to 2021 (University)
- 2021 NSA MEMBERSHIP, MEMBER2021 to 2021 (National)
- 2021 PELANTIKAN PENYELARAS MCS APPLIED COMPUTING, MEMBER2021 to 2021 (University)
- INTERNATIONAL STEM JOURNAL, EDITORIAL BOARD MEMBER2021 to present (International)
- NATIONAL STEM ASSOCIATION , MEMBER2020 to 2020 (National)
- ACM SIGAI , REGISTERED MEMBER2018 to 2019 (International)
- 2019 J AUTONOMOUS INTELLIGENCE, EDITORIAL BOARD MEMBER2016 to 2019 (International)
AWARD AND STEWARDSHIP
- Robocup Malaysia Open @home Major League 1st Place2025, RoboCup Malaysia Open, (International)
- 2025 Rcap Qingdao Humanoid League Adultsize (5 Vs 5) 2nd Place2025, RoboCup Asia Pasific (RCAP), (International)
- 2025 Rcap Qingdao Robocup Humanoid League Adultsize (3 Vs 3) 2nd Place2025, RoboCup Asia Pasific (RCAP), (International)
- 2025 Rcap Chongqing Humanoid League Adultsize (3 Vs 3) 3rd Place2025, RoboCup Asia Pasific, (International)
- 2025 Rcap Abu Dhabi Humanoid League Adultsize (3 Vs 3) 3rd Place2025, RoboCup Asia Pasific (RCAP), (International)
- 2025 Rcap Abu Dhabi Humanoid Soccer Leagues Best Referee2025, RoboCup Asia Pasific (RCAP_, (International)
- Certificate of Excellent Service2025, Universiti Malaya
- Robotic Iot On Drone Competition Gold Award2024, UNIVERSITI MALAYA, (National)
- Major League Champion Robocup Malaysia Open 20242024, MALAYSIA AI ROBOTICS SOCIETY, (International)
- Gold Award2024, UNIVERSITI UTARA MALAYSIA, (International)
- Robocup@home Education Challenge 2022 First Runner Up Award2022, RoboCup@Home Education 2022 , (International)
- Excellence Service Award2022, Universiti Malaya
- Certificate of Excellent Service2021, Universiti Malaya
- 2019 Awards Stsp & Ncku International Startup Pitch Contest2019, NCKU, Taiwan, (International)
- 2019 Awards Fcsit Innovation Exhibition2019, FSKTM, (Ptj/ Faculty)
- 2019 Awards Johan Ppum Social Netball2019, PPUM, (University)
- 2019 Awards Johan Piala Dekan Frisbee2019, FSKTM, (Ptj/ Faculty)
- 2018 Awards Futsal Piala Pendaftar UM (naib Johan)2018, Universiti Malaya, (University)
- 2018 Awards Anugerah Kelab Sahabat UMCARES2018, UMCares, (University)
- 2017 Awards Medal Tempat Keempat Bola Jaring Sambutan Hari Wilayah Persekutuan2017, JKPKRT Daerah Brickfields, (District)
- 2017 Awards IEEE Aun/seed-net Rccie Featured Presentation2017, IEEE AUN/SEED-Net RCCIE, (International)
- 2017 Awards IEEE Aun/seed-net Conference Travel Fund2017, IEEE AUN/SEED-Net, (International)
- 2017 Awards The Footsouls Player of The Month (march)2017, The Footsouls, (Community)
- 2017 Awards Master Trainer for Computational Thinking and Computer Science Teaching Programme2017, MDeC, (National)
- 2016 UM-ppum Open Netball Team Event Runners Up2016, Pusat Perubatan Universiti Malaya, (University)
- 2016 The Footsouls Player of The Month (october)2016, The Footsouls, (Community)
- 2016 Um111 Fancy Dress 5km Walk Finisher2016, FCSIT, (National)
- 2016 Dean's Cup Ping Pong Team Event Silver Medal2016, FCSIT, (Ptj/ Faculty)
- 2016 Dean's Cup Badminton Team Event Gold Medal2016, FCSIT, (Ptj/ Faculty)
- 2016 Best Paper Award2016, The 2016 International Conference on Advanced Informatics, (International)
- 2016 IEEE-ras International Robot Pride Competition Gold Medal2016, IEEE Robot Automation Society (Malaysian Chapter), (International)
- 2015 Anugerah Projek Akademik Cemerlang Department of Artificial Intelligence Winner2015, FCSIT, (Ptj/ Faculty)
- 2015 UM Sukan Staf Women's Netball Team Event 3rd Place2015, University of Malaya, (University)
- 2015 Dean's Cup Bowling Team Event Gold Medal2015, Piala Dekan, (Ptj/ Faculty)
- 2015 Myappstec Bronze Award2015, MyAppsTEC 2015, (National)
- 2015 Myappstec Silver Award2015, MyAppsTEC 2015, (National)
- 2015 Myappstec Gold Award2015, MyAppsTEC 2015, (National)
PUBLICATIONS
Article in Journal
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Kaliapan, Kausalyaa; Wong, Gwo Rong; Rahim, Aida Nabila; Ramakrishnan, Narayanan; Hasan, Zati Hakim Azizul; Sadali, Najiah M.; Juman, Mohammaed Ayoub; Akhter, Tahmina; Mazumdar, Purabi (2026). Illuminating Ultraviolet-C on Plants: Insights into Mechanism, Regulation and Response, JOURNAL OF PLANT GROWTH REGULATION. . doi:10.1007/s00344-026-12109-y
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Zhao, Weitao; Azizul, Zati Hakim; Lyu, Xin; Kuang, Weijie (2026). Information guided Levy flight for robot search in unknown environments, JOURNAL OF KING SAUD UNIVERSITY COMPUTER AND INFORMATION SCIENCES. 38(3). doi:10.1007/s44443-026-00467-2
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Kassim, M. S. S.; Azizul, Z. H.; Ahmad Fuaad, A. A. H. (2025). Student Engagement Dataset (SED): An Online Learning Activity Dataset, IEEE ACCESS. 13, 23607-23617. doi:10.1109/ACCESS.2025.3531102
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Woh, Pei Yee; Soengkono, Fadjar; Chen, Yehao; Hasan, Zati Hakim Azizul; Zain, Siti Nursheena Mohd; Quiroga, Jose; Kwok, Kevin Wing Hin (2025). Genomic insights into nontyphoidal Salmonella : Prediction of antimicrobial resistance with whole genome-based machine learning, INTERNATIONAL JOURNAL OF ANTIMICROBIAL AGENTS. 66(5). doi:10.1016/j.ijantimicag.2025.107575
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Zhao, Weitao; Azizul, Zati Hakim; Woo, Chaw Seng; Kuang, Weijie; Li, Yafeng (2025). Potential-driven multi-learning particle swarm optimisation, SWARM AND EVOLUTIONARY COMPUTATION. 96. doi:10.1016/j.swevo.2025.101993
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Mahmood, Atif; Kiah, Miss Laiha Mat; Azizul, Zati Hakim; Azzuhri, Saaidal Razalli (2024). Analysis of Terahertz (THz) Frequency Propagation and Link Design for Federated Learning in 6G Wireless Systems, IEEE ACCESS. 12, 23782-23797. doi:10.1109/ACCESS.2024.3362966
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Taha, Syarifah Nabilah Syed; Abu Talip, Mohamad Sofian; Mohamad, Mahazani; Hasan, Zati Hakim Azizul; Izam, Tengku Faiz Tengku Mohmed Noor (2024). Evaluation of LoRa Network Performance for Water Quality Monitoring Systems, APPLIED SCIENCES-BASEL. 14(16). doi:10.3390/app14167136
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Rana, Saadia Afzal; Azizul, Zati Hakim; Awan, Ali Afzal (2023). A step toward building a unified framework for managing AI bias, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1630
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Daud, Nur Nasuha; Ab Hamid, Siti Hafizah; Saadoon, Muntadher; Seri, Chempaka; Hasan, Zati Hakim Azizul; Anuar, Nor Badrul (2022). Self-Configured Framework for scalable link prediction in twitter: Towards autonomous spark framework, KNOWLEDGE-BASED SYSTEMS. 255. doi:10.1016/j.knosys.2022.109713
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Saadoon, Muntadher; Ab Hamid, Siti Hafizah; Sofian, Hazrina; Altarturi, Hamza H. M.; Azizul, Zati Hakim; Nasuha, Nur (2022). Fault tolerance in big data storage and processing systems: A review on challenges and solutions, AIN SHAMS ENGINEERING JOURNAL. 13(2). doi:10.1016/j.asej.2021.06.024
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Mahmood, A., Kiah, M. L. M., Azzuhri, S. R., Kamal, M. M., Eldabi, T., Qureshi, A. N., . . . Z'Aba, M. R. (2021). Wireless backhaul network's capacity optimization using time series forecasting approach. Journal of Ambient Intelligence and Humanized Computing, 12(1), 1407-1418. doi: 10.1007/s12652-020-02209-2
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Mehiar, D. A. F., Azizul, Z. H., & Kiong, L. C. (2021). REDUCING INTERRUPTS AMONG ROBOTS IN QUANTUM-BEHAVED SWARM EXPLORATION WITH MR-LEACH. Malaysian Journal of Computer Science, 34(4), 324-340. doi: 10.22452/mjcs.vol34no4.1
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Saadoon, M., Ab Hamid, S. H., Sofian, H., Altarturi, H., Nasuha, N., Azizul, Z. H., . . . Asemi, A. (2021). Experimental Analysis in Hadoop MapReduce: A Closer Look at Fault Detection and Recovery Techniques. Sensors, 21(11), 18. doi: 10.3390/s21113799
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Amalina, F., Hashem, I. A. T., Azizul, Z. H., Fong, A. T., Firdaus, A., Imran, M., & Anuar, N. B. (2020). Blending Big Data Analytics: Review on Challenges and a Recent Study. IEEE Access, 8, 3629-3645. doi: 10.1109/access.2019.2923270
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Azzuhri, S. R., Azizul, Z., Z'Aba, M., Zakaria, R., Salim, M., Razak, M., & Amiri, I. (2020). Investigation of U-shaped microfiber temperature sensor using a combination of thermal expansion of a metal and reflectivity of a silver coated mirror. Optik, 205, 7. doi: 10.1016/j.ijleo.2020.164256
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Mahmood, A., Kiah, M. L. M., ZAba, M. R., Qureshi, A. N., Kassim, M. S. S., Hasan, Z. H. A., . . . Azzuhri, S. R. (2020). Capacity and Frequency Optimization of Wireless Backhaul Network Using Traffic Forecasting. Ieee Access, 8, 23264-23276. doi: 10.1109/access.2020.2970224
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Mehiar, D. A. F., Azizul, Z. H., & Loo, C. K. (2020). QRDSO: A new optimization method for swarm robot searching and obstacie avoidance in dynamic environments. Intelligent Automation and Soft Computing, 26(3), 447-454. doi: 10.32604/iasc.2020.013921
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Obaidellah, Unaizah; Azizul, Zati; Faizal, Erma Rahayu Mohd; Raj, Ram Gopal (2014). CRANIOFACIAL TISSUE SIMULATION USING CONTACT ANALYSIS OF THE FINITE ELEMENT METHOD, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 27(1), 35-49
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Yusran, Maharaj Faawwaz A.; Azizul, Zati Hakim; Ahmad Kamar, Azanna; Saw, Shier Nee (2025). Newborn heart rate estimation using respiratory signals: Applying curriculum learning concept via transfer learning approach, RESULTS IN ENGINEERING. 26. doi:10.1016/j.rineng.2025.104841
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Roland, Roland; Angelica, Cheryl; Diputra, Julian Andhika; Azizul, Zati Hakim; Fitrianah, Devi (2024). CNN Classifier Parameter Optimization with Genetic Algorithms: A Case Study of Indonesian Batik Patterns, INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS. . doi:10.1142/S1469026824500044
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Zhao W., Azizul Z.H., Woo C.S., Kuang W., Li Y. (2025). Potential-driven multi-learning particle swarm optimisation, Swarm and Evolutionary Computation. 96. doi:10.1016/j.swevo.2025.101993
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Rana S.A., Azizul Z.H., Awan A.A. (2023). A step toward building a unified framework for managing AI bias, PeerJ Computer Science. 9. doi:10.7717/peerj-cs.1630
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Asgharian, P., & Azizul, Z. H. (2020). Proposed Efficient Design for Unmanned Surface Vehicles. arXiv preprint arXiv:2009.01284.
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Jauhangeer, S., Shuib, L., & Azizul, Z.H. (2018). Metacognitive skilfulness of students in problem solving. International Journal of Information System and Engineering. 6. 1-9.
Chapter in Books
- Zati Hakim Azizul Hasan, Mas Sahidayana Mohktar & Siti Nursheena Mohd Zain (2024) Quest: Enhancing STEM Skills through Game-Based Learning and Cultural Exchange in 'Fostering Women's Engagement in STEM Through Education' editors Esyin Chew and Anwar P.P Abdul Majeed, CRC Press, 1st Edition, pp 70-85.
Article in Proceeding
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Yusran, Maharaj Faawwaz A.; Azzman, Tengku Ahmad Naim Tengku Mohd; Saw, Shier Nee; Hasan, Zati Hakim Azizul (2023). Machine Learning Methods for Neonatal Heart Rate Prediction using Respiratory Signals, 2023 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP, SSP. , 334-338. doi:10.1109/SSP53291.2023.10208073
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Syed, Syarifah Nabilah; Abu Talip, Mohamad Sofian; Mohamad, Mahazani; Hasan, Zati Hakim Azizul; Mohamad, Zeeda Fatimah; Aljunid, Amir Feisal Merican; Othman, MohamadAriff; Mohmed, Tengku Faiz Tengku; Salleh, Mohd Faiz Mohd (2021). IoT Architecture Based Water Resources Conservation Management Using LoRa, 2021 INTERNATIONAL CONFERENCE ON SMART CITY AND GREEN ENERGY (ICSCGE 2021). , 63-68. doi:10.1109/ICSCGE53744.2021.9654363
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Mahmood A., Azzuhri S.R., Azizul Hasan Z.H., Mat Kiah M.L. (2025). Utilizing a Cross-Silo Federated Learning Approach with Wireless Backhaul VPN in Computer-Aided Healthcare System, Proceedings 2025 11th International Conference on Computing and Artificial Intelligence Iccai 2025. , 585-590. doi:10.1109/ICCAI66501.2025.00094
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Mehiar D., Elsimary H., Azizul Z.H., Abuhammad H., Alnajjar F., Alhawarat M. (2025). Adaptive Parameter Tuning in QRDPSO Using Fuzzy Logic for Enhanced Swarm Robot Navigation, 2025 1st International Conference on Computational Intelligence Approaches and Applications Icciaa 2025 Proceedings. . doi:10.1109/ICCIAA65327.2025.11012942
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Mahmood A., Mahmood R., Azzuhri S.R., Azizul Hasan Z.H., Mat Kiah M.L. (2023). AI Based Automated Food Recognition Using CNN for Fitness Mobile Application, 2023 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2023. . doi:10.1109/ISIEA58478.2023.10212194
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Saadoon M., Hamid S.H.A., Sofian H., Altarturi H., Nasuha N., Azizul Z.H., Khalid H. (2023). Preliminary Exploration on Node-To-Node Fault Tolerance Coordination in Distributed System, 2023 IEEE International Conference on Computing, ICOCO 2023. , 219-224. doi:10.1109/ICOCO59262.2023.10397752
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Taha@Tahir S.N.S., Talip M.S.A., Mohamad M., Othman M., Faiz T., Izam T.M.N., Salleh M.F.M., Hasan Z.H.A., Mohamad Z.F., Merican A.F.M.A. (2022). Implementation of LoRa in River Water Quality Monitoring, Proceedings of International Conference on Artificial Life and Robotics. , 153-161
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Tahatahir S.N.S., Talip M.S.A., Mohamad M., Hasan Z.H.A., Mohamad Z.F., Merican A.F.M.A., Othman M., Izam T.F.T.M.N., Salleh M.F.M. (2021). IoT Architecture Based Water Resources Conservation Management Using LoRa, 2021 International Conference on Smart City and Green Energy, ICSCGE 2021. , 63-68. doi:10.1109/ICSCGE53744.2021.9654363
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Azizul, Z. & Khanil, A. (2017) How rovio navigates in its environment. In IEEE AUN/SEED-Net Regional Conference of Computer & Information Engineering. pp. 67-70. HCMC Press
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Azizul, Z. (2016). Wearable robots: trends and challenges in industrial exoskeleton. Seminar on Oil Palm Mechanisation (PalmMech) pp. 59-60. Malaysian Palm Oil Board. Sandakan, Sabah.
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Azizul, Z., Muty, N. (2016). Detecting arm and hand flapping movement disorder in children using human pose estimation and skeletal representation algorithms. AUN/SEED-Net Regional Conference for Computer and Information Engineering. Yangon, Myanmar
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Muty, N., Azizul, Z. (2016). Detecting arm flapping in children with Autism Spectrum Disorder using human pose estimation and skeletal representation algorithms. The IEEE 2016 International Conference on Advanced Informatics. Penang
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Azizul, Z. & Yeap, W.K. (2015). Autonomous robot mapping by landmark association. In EuroAsianPasific Joint Conference on Cognitive Science 2015 (pp. 459- 464). ISSN 1613-0073
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Rasoul Banaeeyan Khalil Abad, Chiam Yin Kia, Zati Hakim binti Azizul Hasan, Chiew Thiam Kian, Siti Hafizah Ab Hamid & Tanisha A/P Thasa Ratha Rajah. 2015. Classification of Image Processing Software Tools for Cardiovascular Image Analysis. Paper presented at Innovation in Biomedical Engineering and Life Sciences (ICIBEL), Putrajaya, Malaysia, pp. 72-75.
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Zati Azizul and W.K. Yeap. (2014). Using Surface-to- Surface Representations in Building a Mobile Robot s Global Map. Proceedings of the International Conference on Computer Science & Computational Mathematics (ICCSCM2014). Langkawi, Malaysia. 8-9 May.
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Hasan, Z.H.A., Woo, C.S.,Obaidellah, U.H., Mohd Khanafiah, S. 2008. Analysis of velocity pattern prior to leaflet motions in the left ventricle utilizing 2D Arbitrary Lagrangian-Eulerian (ALE) approach. The Thirteenth International Symposium on Artificial Life and Robotics (AROB 13th 2008), B-Con Plaza, Beppu, Oita, Japan, 31 Jan - 2 Feb 2008
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Hasan, Z. H. A., & Selvanathan, N. (2007). 2D Arbitrary Lagrangian-Eulerian (ALE) Model of Blood Flow in the Left Ventricle (LV) of the Heart. In 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (pp. 554-557). Springer Berlin Heidelberg.
Other Publications
- Siti Nursheena Mohd Zain. UM empower future talents at PPR with STEM. https://my.lifenewsagency.com/2024/09/04/um-empower-future-talents-at-ppr-with-stem/ - Mass Media(newspaper,radio,tv,popular Magazine)
- Abdullah, N. A. & Azizul, Z. H. (2023, August 21). Gamifikasi bantu tingkat motivasi pulihkan alam. https://apakhabartv.com/2023/08/21/gamifikasi-bantu-tingkat-motivasi-pulihkan-alam/ - Mass Media(newspaper,radio,tv,popular Magazine)
- Abdullah, N. A. & Azizul, Z. H. (2023, August 21). Tingkat motivasi pulih alam sekitar melalui gamifikasi. https://apakhabartv.com/2023/08/21/gamifikasi-bantu-tingkat-motivasi-pulihkan-alam/ - Mass Media(newspaper,radio,tv,popular Magazine)
- Abdullah, N. A. & Azizul, Z. H. (2023, August 24). Terap pendekatan gamikasi. https://www.hmetro.com.my/rencana/2023/08/1002732/terap-pendekatan-gamikasi - Mass Media(newspaper,radio,tv,popular Magazine)
- Abdullah, N. A. & Azizul, Z. H. (2023, September 21). Tingkat motivasi pulih alam sekitar melalui gamifikasi. https://www.utusan.com.my/rencana/forum/2023/09/tingkat-motivasi-pulih-alam-sekitar-melalui-gamifikasi/ - Mass Media(newspaper,radio,tv,popular Magazine)
- Abdullah, N.A. & Azizul, Z. H. (2023, August 17). Tingkat motivasi pulih alam sekitar melalui gamifikasi. Life News Agency. https://my.lifenewsagency.com/2023/08/17/tingkat-motivasi-pulih-alam-sekitar-melalui-gamifikasi/ - Mass Media(newspaper,radio,tv,popular Magazine)
- Chong, J.M., Loh, J.H., Yee, L.Y., Goh, Y. C., Lee, J.H., Chia, J.H., Chong, Z.S., Chan, J., Mecja, D., Jamaari, M.A.A., Meileh, R.A., Mohd Farihi, M.F., Zulkifli, M.F., Salim, M.I., Azizul, Z.H., Shamsudin, A.U., Tan, J.T. (2022). KameRider EDU Den-O @Home 2022 Team Description Paper. In RoboCup@Home Education. Bangkok, Thailand, 13-16 July 2022 - Case Study
RESEARCH INTEREST
- AI Robotics, Swarm Robot Optimisation, SLAM (.)
- Machine Learning, Soft Sensors, Predictive Modelling (.)
- Search and Rescue, Food Security, Water Monitoring, Genomics (.)
RESEARCH PROJECT
National
- 2025 - 2028, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)Sustainable Paddy Cultivation of Selected Speciality Paddy Varieties for Rooftop and Ground Organic Planting ( Co-Researcher)
- 2025 - 2028, Fundamental Research Grant Scheme (FRGS)Anomaly Detection And Data-driven Prediction Of Stroke Risk In Survivors Using Swarm-based Spatiotemporal Graph Neural Network (st-gnn). ( Co-Researcher)
- 2025 - 2027, University Grant Research Program - Research ClusterA Low Core AI Platform to Integrate Robots and Drone to Optimize Warehouse Indoor & Outdoor Inventory Management ( Co-Researcher)
- 2025 - 2027, Bantuan Khas Penyelidikan (BKP Special)Surface Water Assessment, Eutrophication Treatment, and Monitoring of the Water Bodies in Taiping Zoo, Taiping, Perak ( Co-Researcher)
- 2025 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)Adaptive Payload Integration System for Enhanced Flight Stability and Efficiency in Aerial Drones ( Co-Researcher)
- 2023 - 2026, Fundamental Research Grant Scheme (FRGS)A Lightweight Stacked Object Recognition And Grasp Detection Method Based On Domain Generalization ( Co-Researcher)
- 2023 - 2026, Fundamental Research Grant Scheme (FRGS)Pembangunan Kerangka Etika-agama Dalam Menangani Impak Kecerdasan Buatan (ai) Terhadap Autonomi Manusia ( Co-Researcher)
- 2024 - 2026, UM Living Labs @ UMSDCSuperhero Iklim 2.0: Gamified Climate Change Mitigation Campaign In Collaboration With Sunway Centre For Planetary Health ( Co-Researcher)
- 2024 - 2026, Government AgencyPenambahbaikan Sistem Pengurusan Bahan Pembinaan Melalui Robot Autonomi Dalam Gudang Pintar ( Co-Researcher)
- 2025 - 2026, RU Geran - UMCaresMystar Club ? Stem Exploration ( Co-Researcher)
- 2025 - 2026, RU Geran - UMCaresEmpowering Innovation and Technology Activities in Schools in Teluk Intan and Bagan Datuk ( Co-Researcher)
- 2022 - 2025, Fundamental Research Grant Scheme (FRGS)Post-pandemic Anxiety Prediction Model For Malaysia Urban School Students Using Social Media Slang Analytics ( Co-Researcher)
- 2025 - 2025, UM Living Labs @ UMSDCAssessment Tool Application for SDG-Based Assignments ( Principal Investigator(PI))
- 2022 - 2024, Others MOHE - Top 100 (IIRG)-HWBStethothink: Development Of Artificial Intelligence Machine Learning Application For Resuscitation (paediatric Focus) ( Principal Investigator(PI))
- 2023 - 2024, UM Living Labs @ UMSDCGogreen! An Integrated Waste Management System Towards Reduce, Reuse, Recycle (3r) Community Adoption ( Principal Investigator(PI))
- 2023 - 2024, Partnership GrantRobotics Intelligence Framework (rif) Towards Robot Perception Design And Development For Healthcare Applications ( Principal Investigator(PI))
- 2023 - 2024, UM Living Labs @ UMSDCClimate Superhero: Campus-led Climate Change Mitigation Campaign (CCMC) through Gamification ( Co-Researcher)
- 2024 - 2024, UM Living Labs @ UMSDCAn IoT-Enabled Sensing On Water Surface Robot To Predict Algae Concentration Level ( Principal Investigator(PI))
- 2024 - 2024, UM Living Labs @ UMSDCBuilding Crack Detection And Classification For Wall Assessment Through Drone Inspection And Deep Learning Techniques ( Principal Investigator(PI))
- 2024 - 2024, UM Living Labs @ UMSDCFloating Waste Plastic Detection And Classification At Water Bodies Near Universiti Malaya Using Drone And Machine Learning ( Principal Investigator(PI))
- 2020 - 2023, RU Geran - Fakulti ProgramDevelopment Of Automated Coating System For Antibacterial Surface Application ( Co-Researcher)
- 2019 - 2022, Others MOHE - Top 100 (IIRG)-IISSHydrone: Innovative Drone Technology For Lake Conservation Management ( Principal Investigator(PI))
- 2019 - 2022, Others MOHE - Top 100 (IIRG)-SAHA Project-based Science Material Recommendation Framework For Secondary School Students ( Co-Researcher)
- 2020 - 2022, RU Geran - Fakulti ProgramStatistical Machine Learning based Data Analytics for Engagement in Education ( Co-Researcher)
- 2019 - 2021, Knowledge Transfer Programme (KTP)-Manage by UMCARESVirtual Gamification Of Steam (programming / Virtual Lab) ( Principal Investigator(PI))
- 2019 - 2021, Others MOHE - Top 100 (IIRG)-SAHDevelopment Of Ar-enabled Fun-learning Education Module For Young Learners ( Co-Researcher)
- 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SUS (Sustainability Science)Developing A Maintenance Application Tool : Driving Affordable Operation And Building Maintenance ( Co-Researcher)
- 2018 - 2019, RU Geran - Fakulti ProgramComputing The Minimal Bounded Space Method On Robots Without Depth Information In Indoor Environment ( Principal Investigator(PI))
- 2018 - 2019, RU Geran - Fakulti ProgramA Security Framework for Blockchain Applications ( Principal Investigator(PI))
- 2014 - 2018, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HTM (Wellness)Evaluation Of Image Processing And Simulation Software Framework For The Diagnosis And Outcome Prediction Of Mycardial Infarction ( Co-Researcher)
- 2017 - 2018, RU Geran - UMCaresSiri Sokongan Techteachers : Aplikasi Robotik Dalam Pendidikan Stem ( Principal Investigator(PI))
- 2014 - 2017, Bantuan Kecil Penyelidikan (BKP)The role of landmarks in robot navigation and mapping ( Principal Investigator(PI))
- 2014 - 2017, Fundamental Research Grant Scheme (FRGS)Collective Human Action Recognition On Distributed Smart Camera Network ( Principal Investigator(PI))
- 2024 - 2026, COLLABORATIVE RESEARCH IN ENGINEERING, SCIENCE AND TECHNOLOGY (CREST)UV-Robotics for pesticide free vegetable production: Advancing urban farms for precision agriculture, Ministry of Science, Technology and Innovation (Malaysia) ( Co-Researcher)
- 2019 - 2021, Others MOHEA Project-based Science Material Recommendation Framework for Secondary School Students ( Consultant)
Private
- 2024 - 2026, UM Living Labs @ UMSDCPleco Pupus 2024: Nurturing Rivers, Empowering Communities ( Co-Researcher)
International
- 2022 - 2024, International FundingPartnership For Innovation In Employability (pie) Program For Women In Stem ( Principal Investigator(PI))
- 2024 - 2024, I-CORE (International Collaboration Research)Self-Actuated Exoskeleton Leg with EEG Brain Signal for Lower Limb Rehabilitation, Universitas Hasanuddin ( Co-Researcher)
- 2022 - 2023, International FundingPartnership For Innovation In Employability (pie) Program Ii For Women In Steam-h ( Principal Investigator(PI))
- 2022 - 2023, British Council UK Malaysia University Partnership Catalyst Grant 2022PIE II for Women in STEAM H, Cardiff University, UK ( Principal Investigator(PI))
University
- 2024 - 2026, University GrantRobotics Intelligence Framework (RIF) towards Smoking and Vaping Surveillance Applications ( Principal Investigator(PI))
CONSULTANCY PROJECT
- Stem, Ai & Robotics & Ai Social Impact Activities for Kita-untuk-kita (k2k) Programme, Think City Sdn. Bhd.01 Mar 2024 - 31 Dec 2024 (National)
PAPER PRESENTED
INVITED SPEAKER
- AI Robotics for Sustainable & Resilient Urban Community Development, 2025 IEEE Computer Society Webinar, IEEE Computer Society (University) (11 Dec 2025 - 11 Dec 2025)
- Get Prepped for PD & CD, Upskill Programme 2024 : HOT TIPS FOR EXCELLING PD/CD, FSKTM (University) (21 Nov 2024 - 21 Nov 2024)
- STEM Careers in the Age of Digital Transformation, 2024 National Science Challenge, Akademi Sains Negara (National) (20 Sep 2024 - 20 Sep 2024)
- AI Robotics in Smart City Development, Sharing Session and Strategic Meeting, BINUS University (International) (05 Jun 2024 - 05 Jun 2024)
- Bridging IR4.0 & the SDGs through AI, Guest Lecture on Artificial Intelligence, Universitas Pembangunan Jaya (International) (04 Jun 2024 - 04 Jun 2024)
- Raising Interest in Robotics, Coding and AI to Empower STEM and STEAM-H Education, Karnival STEM Peringkat Sekolah 2023, SMKA Sultan Azlan Shah (National) (30 Nov 2023 - 30 Nov 2023)
- RAISING INTEREST IN ROBOTICS, CODING AND AI TO EMPOWER STEM AND STEAM-H EDUCATION, PAMERAN STEM PPR 2023, THINKCITY (National) (05 Nov 2023 - 05 Nov 2023)
- AI-Powered Drone Applications Talk for Robo-IoT on Drone (RIoD2023) Competition, Robo-IOT on DRONE Design Competition (RIoD 2023), kuREKA@Sains, Makerspace@UM, UM Aerospace Innovation (AIC) (University) (03 Nov 2023 - 03 Nov 2023)
- Practical Introduction to AI Robotics, FSKTM AI Day 2023, Department of Artificial Intelligence (University) (27 Oct 2023 - 27 Oct 2023)
- Sustainability Science with AI Technology, Evolving Possibilities Through AI Innovation Webinar, BINUS Indonesia (International) (18 Aug 2023 - 18 Aug 2023)
- Go Green! An integrated recycling waste management system - a reflection on UM consumers' adoption, SPARK! Sustainability Ideation Session for UM Living Labs, UMSDC (University) (08 Jun 2023 - 08 Jun 2023)
- RobotEDGE (Ethical, Diverse, Green, Engage) - An AI Robotics Perspective at UM, UK-Malaysia STEM Day, Cardiff Metropolitan University (International) (15 May 2023 - 15 May 2023)
- STEM Applications for Water Conservation, Program STEM STREET SIRI 6: SAINS ALAM SEKITAR, Pusat STEM Negara, Bahagian Perancangan dan Penyelidikan Dasar Pendidikan Malaysia (KPM) (National) (28 Oct 2022 - 28 Oct 2022)
- Intelligent Technologies for Water Sanitation and Sampling, Water Management Talk , Kelab Kurshiah Cares (University) (12 Jun 2022 - 12 Jun 2022)
- Intelligent Robotic Platform for Water Sanitation and Sampling, Humanitarian Engineering for Sustainable Development, University of Dhaka (International) (05 Jun 2021 - 05 Jun 2021)
- Introduction to robotics, 2018 Mentor Mentee Program , INTEGOMB  (National) (04 May 2018 - 04 May 2018)
- Importance of CS towards IR4.0 , 2018 Digital Tech Track for School Councellors, MDEC (National) (19 Feb 2018 - 19 Feb 2018)
- Importance of CS towards IR4.0 , 2018 Digital Tech Open Day at Matriculation, MDEC (National) (03 Feb 2018 - 03 Feb 2018)
- Fun STEM with Robots, 2017 Application of robotics in STEM education school roll-out, SMK Sri Permata (National) (22 Nov 2017 - 22 Nov 2017)
- Fun STEM with Robots, 2017 STEM Carnival, SMK Seri Indah (National) (05 Jul 2017 - 05 Jul 2017)
ORAL PRESENTER
- Applied AI in Water Surface Robotics for Lake Sanitation and Sampling, 2025 11th International Conference on Robotics and Artificial Intelligence, IEEE (International) (19 Dec 2025 - 21 Dec 2025)
- GoGreen Integrated Recyclable Waste Management System as an Innovative Gamified Platform for Community s 3R Adoption, International Conference on Science, Technology and Society 2023 (iCON-STS 2023), Department of Science and Technology Studies, Faculty of Science (International) (15 Aug 2023 - 16 Aug 2023)
- Virtual Gamification of STEAM (Programming / Virtual Lab), International Webinar Conference of Universiti Malaya Academia Community Engagement 2021, UMCares (University) (14 Sep 2021 - 14 Sep 2021)
- STREAMing 4WRD with 3D Printing, 2019 STEM Mentor Mentee, PASUM (National) (14 Aug 2019 - 15 Aug 2019)
- Computational Thinking for 3D Design , 2019 3D Design Challenge Workshop, MY Conceptual Robotics Sdn Bhd (National) (26 Jun 2019 - 28 Jun 2019)
- STEM with Intelligent Robotics, 2019 Cardiff Uni Visit, FSKTM (International) (21 Jun 2019 - 21 Jun 2019)
- Application of robotics in STEM education, 2018 STEM Mentor Mentee, National STEM Movement (National) (31 Jul 2018 - 01 Aug 2018)
- How Rovio navigates in its environment?, 2017 IEEE AUN/SEED-Net RCCIE, AUN/SEED-Net JICA (International) (30 Nov 2017 - 01 Dec 2017)
- Application of robotics in STEM education , UM Community-Academia , UMCares (University) (28 Nov 2017 - 29 Nov 2017)
- Detecting arm and hand flapping movement disorder in children using human pose estimation and skeletal representation algorithms, 2016 AUN/SEED-Net RCCIE, AUN/SEED-Net JICA (Others) (03 Oct 2016 - 04 Oct 2016)
- Detecting arm flapping in children with Autism Spectrum Disorder using human pose estimation and skeletal representation algorithms, 2016 IEEE ICAICTA, USM (International) (16 Aug 2016 - 19 Aug 2016)
- A literature review and classification of Image processing software tools for the cardiovascular image analysis, 2015 ICIBEL, CIME, University of Malaya (International) (08 Dec 2015 - 08 Dec 2015)
- Autonomous robot mapping by landmark association, 2015 EAPCogSc, Centro di Scienza Cognitiva (International) (26 Sep 2015 - 26 Sep 2015)
- Using surface to surface representations in building a mobile robot's global map, 2014 ICCSCM, ICCSCM (International) (08 May 2014 - 09 May 2014)
- 2D ALE model of blood flow in the left ventricle of the heart, 2006 BIOMED, BIOMED, UM (International) (11 Dec 2006 - 14 Dec 2006)
POSTER PRESENTER
- AI Robotics: Innovating Home Servicing, RoboCup 2022 Symposium, RoboCup 2022 (International) (17 Jul 2022 - 17 Jul 2022)
- HyDrone: Intelligent Water Surface Robot for Lake Conservation, Commonwealth Science Conference 2021, Royal Society and African Academy of Sciences (International) (22 Feb 2021 - 26 Feb 2021)
PRESENTER
- Intelligent Robotics, 2019 STEM Discovery Programme, UM STEM Centre (National) (11 Dec 2019 - 11 Dec 2019)
- AI Robots, 2018 STEM Mentor Mentee, National STEM Movement (National) (31 Jul 2018 - 01 Aug 2018)
- AI Robots , 2018 APT JSO , ASM (Others) (30 Jul 2018 - 30 Jul 2018)
- AI Robots, 2018 YSN Youth Outreach, ASM (National) (02 Jul 2018 - 02 Jul 2018)
OTHERS
- 2019 Kursus Pengaturcaraan ASK/SK (TRG) - JavaScript, PHP, SQL , JavaScript, PHP, SQL, MDEC (National) (17 Sep 2019 - 19 Sep 2019)
- 2019 Shinshu Uni SEP (Intelligent Robotics), Intelligent Robotics, FSKTM (University) (06 Sep 2019 - 06 Sep 2019)
- 2019 Kursus Pengaturcaraan ASK/SK (KL) - JavaScript, PHP, SQL , JavaScript, PHP, SQL , MDEC (National) (19 Aug 2019 - 21 Aug 2019)
- Introduction to intelligent robotics, 2018 UMSEP Shinshu Uni, FCSIT Mobility Committee (University) (06 Sep 2018 - 07 Sep 2018)
- Fun STEM with Robots, 2018 SIP Philippine, UMCARES (University) (16 Jul 2018 - 16 Jul 2018)
- Computational thinking and computer science 1, 2018 CTCS Teaching Certificate @ Terengganu, MDEC (National) (23 Apr 2018 - 25 Apr 2018)
- Computational thinking and computer science 2, 2018 CTCS Teaching Certificate @ UM, MDEC (National) (27 Mar 2018 - 29 Mar 2018)
ACADEMIC/ PROF. SERVICES
Evaluation
- (2026) 2026 External Advisor for The Master of Science in Artificial Intelligence for Healthcare Programme, National, (External Assessor)
- (2025) 2025 External Advisor for The Master of Science in Artificial Intelligence for Healthcare Programme, National, (External Assessor)
- (2025) Pelantikan Panel Penilai Fyp Sem 2, 24.25 Ai, University, (Internal Evaluator)
- (2025) Pelantikan Moderator Markah Fe & Aa Sem 2, 2024.2025, University, (Reviewer)
- (2025) Pelantikan Moderator Kertas Fe & Aa Sem 2, 2024.2025, University, (Reviewer)
- (2025) Pengendors Skill & Knowledge Assessment Bagi Projek National Placement Career Exploration Center (npcec) – No. Projek: T/pks 09/2024, National, (External Assessor)
- (2024) McS R (cd) Zero-shot Image Emotion Recognition, University, (Reviewer)
- (2024) McS R (pd) a Few-shot Label Unlearning in Vertical Federated Learning, University, (Reviewer)
- (2024) Reviewer, International, (Reviewer)
- (2024) McS R (pd) Meshing Refinement Using Graph Neural Network (gnn), University, (Reviewer)
- (2024) McS Ac (ie) Salient-guided Multi-feature Approach for Text Detection in E-commerce Images, University, (Internal Examiner)
- (2024) Book Reviewer, National, (Reviewer)
- (2024) McS Ac (cd) Developing a Suspected Unexpected Serious Adverse Reaction (susar) Report Analysis Framework, University, (Reviewer)
- (2024) McS Ac (cd) Salient-guided Multi-feature Approach for Text Detection in E-commerce Images, University, (Reviewer)
- (2024) PhD (cd) Cxcnn: Concept-based Explainable Cnn in Plant Infection Recognition to Enhance Plant Pathology, University, (Reviewer)
- (2023) McS Research Pd Panel, University, (Reviewer)
- (2023) PhD Pd Panel - Nov, University, (Reviewer)
- (2023) McS Mix Mode Pd Panel, University, (Reviewer)
- (2023) Panel for Wqd7002 Data Science Research Project, University, (Internal Examiner)
- (2023) PhD Thesis - Protect, Show, Attend and Tell -a Semantic-based Image Captioning With Ownership Protection, University, (Internal Examiner)
- (2023) The Use of Virtual Images Generated by Optimized Generativeadversarial Networks in Digital Art Creation, International, (Reviewer)
- (2023) PhD Cd Panel, University, (Reviewer)
- (2023) Moderator Alternative Assessment Sem 2 2022/2023, University, (Reviewer)
- (2023) MSc Thesis - An Automatic Garbage Detection for Riverine Monitoring System Using Optimized Yolo Model, University, (Internal Examiner)
- (2023) PhD Thesis - Adaptive Self-learning Systems for Medical Image Analyses Using Hybrid-dense Convolutional Neural Network, International, (Internal Examiner)
- (2022) Pelantikan Panel Penilai Fyp Sem 1-3 Sesi 2021.2022, University, (Reviewer)
- (2022) Improving Line Inspection Robot Stability When Crossing Jumper Lines With a Mass Shifter Mechanism, International, (Reviewer)
- (2022) A Distributed Method for Uav Swarm Path Planning, International, (Reviewer)
- (2022) Research On a Transmission Line Inspection Robot Capable of Crossing The Jumper Line, International, (Reviewer)
- (2022) Progressive Expansion: a Reversed Once-for-all Network Training Paradigm for Efficient Edge Model Training in Medical Imaging Use Case, University, (Internal Examiner)
- (2022) Role Playing Game Features Effect On Longevity in Android System: Machine Learning Approach, University, (Internal Examiner)
- (2022) Robotics Utilisation in Automatic Vision-based Assessment Systems from Artificial Intelligence Perspective: Asystematic Review, International, (Reviewer)
- (2022) Pelantikan Pemeriksa Dalam Sesi 2021.2022 Sem 2, University, (Internal Examiner)
- (2022) Perception-aware Receding Horizon Trajectory Planning for Multicopters With Visual-inertial Odometry, International, (Reviewer)
- (2022) Unravel: Ai-driven Education Platform, International, (Reviewer)
- (2022) Real-time Haptic Rendering Interaction Using Spatial and Cognitive Mapping Methods for People With Autism, University, (Internal Examiner)
- (2022) Modified Adaptive Control System Development for Autonomous Precision Landing of Fixed Wing Uav On Moving Platform, University, (Internal Examiner)
- (2021) 2021 Reviewer Icrae, International, (Reviewer)
- (2021) 2021 Reviewer Icbeb, International, (Reviewer)
- (2021) Designing a Compact Deep Learning Model for Image Captioning, University, (Internal Examiner)
- (2021) Studying Students' Knowledge of The Benefits,challenges, and Applications of Big Data Analytics in Healthcare, International, (Reviewer)
- (2021) 2021 Reviewer Pris, International, (Reviewer)
- (2021) Recent Advances in Robot Trajectory Planning in a Dynamic Environment, International, (Reviewer)
- (2021) 2021 Reviewer Rtip2r, International, (Reviewer)
- (2021) 2021 Reviewer Hksme, International, (Reviewer)
- (2021) 2021 Reviewer Icceia-vr, International, (Reviewer)
- (2020) 2020 2Evaluation reviewer Expert Systems , (Reviewer)
- (2020) 2020 2Evaluation reviewer CCEAI, (Reviewer)
- (2020) 2020 2Evaluation reviewer IET Computer Vision , (Reviewer)
- (2020) 2020 2Evaluation editorial STEM J , (Editor)
- (2020) 2020 2Evaluation reviewer UTP , (Reviewer)
- (2020) 2020 2Evaluation reviewer ICAC , (Reviewer)
- (2020) 2020 2Evaluation reviewer STEM , (Reviewer)
- (2019) 2019 Reviewer ICICSE, (Reviewer)
- (2019) 2019 WCASET, (Scientific Committee)
- (2019) 2019 Reviewer IET ITS, (Reviewer)
- (2019) 2019 Reviewer NP2C, (Reviewer)
- (2019) 2019 ICABD , (Scientific Committee)
- (2019) 2019 ICCCB, (Scientific Committee)
- (2019) 2019 Reviewer CCEAI , (Reviewer)
- (2019) 2019 ICSP, (Scientific Committee)
- (2019) 2019 Reviewer IET CV, (Reviewer)
- (2018) 2018 Iconf-EM, (Scientific Committee)
- (2018) 2018 ICMLB, (Scientific Committee)
- (2018) 2018 IET Biometrics, (Reviewer)
- (2018) 2018 RTIP2R, (Reviewer)
- (2018) 2018 A2IC , (Reviewer)
- (2018) 2018 JAI, (Reviewer)
- (2018) 2018 Edited Book UTM , (Reviewer)
- (2018) 2018 ICRAE, (Scientific Committee)
- (2017) 2017 International Association of Engineering and Technology Researchers, (Scientific Committee)
- (2017) 2017 Malaysian Journal of Computer Science , (Reviewer)
- (2017) 2017 Journal of Autonomous Intelligence, (Reviewer)
- (2017) 2017 International Journal of Research Publication (IJRP), (Editor)
- (2017) 2017 Institute For Engineering Research and Publication (IJERCSE) , (Editor)
- (2017) 2017 International Conference on Control Engineering and Artificial Intelligence , (Reviewer)
- (2017) 2017 International Journal of Research Publications, (Editor)
- (2017) 2017 International Conference on Control Engineering and Artificial Intelligence, (Reviewer)
- (2016) 2016 PhD Thesis Quantum-inspired associative memories for a humanoid (Naoki Masuyama WHA120044), (Internal Examiner)
- (2016) 2016 Postgraduate Research Excellent Symposium Panel, (Panel)
- (2016) 2016 International Seminar on Palm Oil Mechanisation Invited Speaker, (Invited Speaker)
- (2016) 2016 PPP Cycle-I Panel, (Panel)
- (2016) 2016 International Conference on Information Retrieval and Knowledge Management (4 papers), (Reviewer)
- (2016) 2016 International Conference on Information Retrieval and Knowledge Management Technical Review Committee, (Scientific Committee)
- (2016) 2016 Malaysian Journal of Computer Science (1 paper), (Reviewer)
- (2016) 2016 International Conference on Advanced Technology and Applied Sciences (3 papers), (Reviewer)
- (2016) 2016 ReMOS.ai Panel, (Panel)
- (2016) 2016 Journal of Telecommunication, Electronic and Computer Engineering (2 papers), (Reviewer)
- (2016) 2016 Journal of Oil Palm Research (1 paper), (Reviewer)
- (2016) 2016 Industrial Training Student Supervisor, (Supervisor)
- (2016) 2016 IEEE AUN/SEED-NET RCCIE 2016 Invited Speaker, (Invited Speaker)
- (2015) 2015 EuroAsianPasific Joint Conference on Cognitive Science (1 paper), (Reviewer)
- (2015) 2015 MSc Thesis Emphatic model for human-robot interaction (Zeeshan Rasool WGA120029), (Internal Examiner)
- (2015) 2015 MSc Thesis Using multiple kinect sensors to reconstruct 3D model and noise reduction using growing neural gas (Ng Chong Hooi WGA120007), (Internal Examiner)
- (2015) 2015 Asian Control Conference (3 papers), (Reviewer)
- (2015) 2015 Malaysian Journal of Computer Science (2 papers), (Reviewer)
- (2015) 2015 Jurnal Teknologi (3 papers), (Reviewer)
- (2015) 2015 Japan Society for Simulation Technology (1 paper), (Reviewer)
Contribution to external organisation
- (2025) Raai 2025 Conference Committee, International, (Resource Person)
- (2025) Mltec 2025 Conference Committee, International, (Resource Person)
- (2025) Icrai 2025 Conference Committee, International, (Resource Person)
- (2025) Mlhmi 2025 Conference Committee, International, (Resource Person)
- (2025) Qs Global Academic Survey Respondent, International, (Resource Person)
- (2025) Collaborative Ai Robotics for Empowerment (care) Member, International, (Resource Person)
- (2024) Technical Program Committee Iar, International, (Resource Person)
- (2024) Technical Program Committee Icet, International, (Resource Person)
- (2024) Technical Program Committee Rcve, International, (Resource Person)
- (2024) Technical Program Committee Aivr, International, (Resource Person)
- (2024) Technical Program Committee Icccv, International, (Resource Person)
- (2024) Technical Program Committee Iditr, International, (Resource Person)
- (2024) Technical Program Committee Aifu, International, (Resource Person)
- (2024) Technical Program Committee Icaie, International, (Resource Person)
- (2024) Technical Program Committee Mlhmi, International, (Resource Person)
- (2024) Technical Program Committee Icrit, International, (Resource Person)
- (2024) Technical Program Committee Mlsc, International, (Resource Person)
- (2023) Technical Program Committee for Biom 2023, International, (Resource Person)
- (2023) Technical Program Committee for Icvrt 2023, International, (Resource Person)
- (2023) Technical Program Committee for Cisai 2023, International, (Resource Person)
- (2023) Technical Program Committee for Aiat 2023, International, (Resource Person)
- (2023) Technical Program Committee for Icrai 2023, International, (Resource Person)
- (2023) Technical Program Committee for Iditr 2023, International, (Resource Person)
- (2023) Technical Program Committee for Icrit 2023, International, (Resource Person)
- (2023) Technical Program Committee for Rcve 2023, International, (Resource Person)
- (2023) Visiting Research Fellows At Eureka Robotics Centre, International, (Research Fellow/Associate)
- (2023) Engagement Programmes On Water Conservation Based On Air Selangor Water Handbook (phase 1): Kita Jaga Air Challenge, National, (Resource Person)
- (2022) 2022 International Conference On Artificial Intelligence and Application Technologies Technical Program Committee, International, (Expert Advisor)
- (2022) The 2nd International Conference On Robotics, Automation and Intelligent Control Technical Program Committee, International, (Expert Advisor)
- (2022) The 5th International Conference On Virtual Reality Technology Technical Program Committee, International, (Expert Advisor)
- (2022) 2022 International Conference On Artificial Intelligence, Automation and Algorithms Technical Program Committee, International, (Expert Advisor)
- (2022) 2022 Asia Conference On Advanced Robotics, Automation, and Control Engineering Technical Program Committee, International, (Expert Advisor)
- (2022) 2022 International Conference On Biomedical Engineering and Bioinformatics Technical Program Committee, International, (Expert Advisor)
- (2022) Visiting Research Fellows @ Eureka Robotics Centre, International, (Research Fellow/Associate)
- (2022) 2022 International Conference On Innovations and Development of Information Technologies and Robotics Technical Program Committee, International, (Expert Advisor)
- (2022) 2022 International Conference On Information, Communication & Computing Technology, International, (Expert Advisor)
- (2022) Partnership for Innovation in Employability (pie) Programme for Women in Stem Research Project, International, (Resource Person)
- (2022) 2022 International Conference On Artificial Intelligence Innovation Technical Program Committee, International, (Expert Advisor)
- (2021) 2021 Pelantikan Sebagai Pakar Pembinaan Modul Ct, National, (Expert Advisor)
- (2021) 2021 Pelantikan Panel Hakim Coding Kpm, National, (Expert Advisor)
- (2019) 2019 Computational Thinking Project (MoA), UM & UNIMAS
- (2019) 2019 Autonomous Robot Project, Cloud Connect Sdn Bhd
- (2019) 2019 AI + Machine Learning + Robotics Hackathon, MITEC
- (2019) 2019 Expert Product Reviewer, SASBADI Sdn Bhd
- (2019) 2019 ENGENIUS Persidangan FYP Jabatan Kejuruteraan Elektrik , Faculty of Engineering
- (2019) 2019 MTDC Maker Talent Competition, CREST
- (2019) 2019 Ideathon Mini the Great Lab UM, CREST
- (2019) 2019 UM Student Exchange Programme (UMSEP), Shinshu University
- (2018) 2019 Blockchain Technology Lab MOA, UM & IFCON Tech Sdn Bhd
- (2018) 2018 AI & Healthcare Workshop, IFKL
- (2018) 2018 Bloccelerator Programme, MyEG
- (2017) 2017 IEEE AUN/SEED-Net Regional Conference on Computer and Information Engineering , IEEE AUN/SEED-Net
- (2017) 2017 International Conference on Computer Science, Engineering and Information Technology, CCSEIT
- (2017) 2017 International Conference Communication Computer Networks and Intelligent Computing, CCNIC
- (2017) 2017 International Conference on Control Engineering and Artificial Intelligence , CCEAI
- (2016) 2017 Verbal and Non-Verbal Communication Model between Learning Companion Humanoids and Elderly Humans Workshop, Interpretive Structural Modeling (ISM), Faculty of Education, University of Malaya
- (2016) 2018 Advanced hardware and software training MOA, UM & Vasona Systems Intl., LLC.
- (2015) 2015 Asian Control Conference Organising Committee, Asian Control Conference (ASCC)
- (2015) 2019 Building a computational platform for intelligent drones (MoA) , UM & UTP
- (2015) 2015 Engineering 5 Minutes Poster Competition Judge, Faculty of Engineering (UM)
- (2015) 2015 PPP Cycle-I Panel, PPGP
- (2015) 2015 MyAppsTEC Judge, FCSIT, University of Malaya
- (2014) 2015 Artificial Intelligence and Robotics Mini Symposium Panel , CAIRO, UTM
Contribution to event
- (2025) 2025 Intrac Academic Judge, International, (Panelist/Moderator)
- (2025) Pelantikan Pensyarah Modul Bagi Program Mobiliti Inbound UM X Unair 2025, University, (Course Facilitator)
- (2025) 2025 Steamcup Director, International, (Event Organiser)
- (2025) 2025 UM Hackathon Advisor, National, (Event Organiser)
- (2024) Exhibitor (ai Robotics), National, (Participant)
- (2024) Director Robocup Malaysia Open 2024, International, (Event Organiser)
- (2024) Pic Cor Jesu College Philippines Inbound Mobility, University, (Event Coordinator)
- (2022) 2022 Panel Diskusi Program Stem Street Sains Alam Sekitar, National, (Panelist/Moderator)
- (2022) 2022 Ketua Panel Hakim Young Roboticist Challenge (secondary School), National, (Panelist/Moderator)
- (2022) 2022 Ketua Panel Hakim Young Roboticist Challenge (primary School), National, (Panelist/Moderator)
- (2022) Pie Research Talk Towards Stem Empowerment and Sustainability, International, (Event Coordinator)
- (2022) 2022 Water Management Talk, University, (Panelist/Moderator)
- (2022) River Health Index The Plausible Parameters Webinar, National, (Participant)
- (2022) Ai Robot @ UM Varsity Lake Towards Environmental Sustainability, University, (Event Coordinator)
- (2022) 2022 Expert Advisor for Programming Event (primary Level), National, (Panelist/Moderator)
- (2022) Judge, University, (Panelist/Moderator)
- (2021) AJK Publisiti Hala Tuju Pendidikan Stem Pasca Covid-19, National, (Event Organiser)
Media appearance
- (2024) Growing Interest in Science, National, (Panelist/Moderator)
- (2024) UM Empower Future Talents At Ppr With Stem, National, (Panelist/Moderator)
Mentoring
- (2025) 2025 Rcap Beijing Masters Humanoid League Adultsize (3 Vs 3) Mentor, International, (Mentor)
- (2025) 2025 Rcap Beijing Masters Humanoid League Adultsize (5 Vs 5) Mentor, International, (Mentor)
- (2024) Pekom Club General Advisor, University, (Co-curriculum Advisor)
- (2024) UM Hackhaton Advisor, University, (Academic Advisor)
- (2024) Academic Advisor, University, (Academic Advisor)
- (2023) Projek Gki1001 (kumpulan B) Semester 1 Sesi 20232024 - Faqih, University, (Co-curriculum Advisor)
- (2023) Projek Gki1001 (kumpulan A) Semester 1 Sesi 20232024 - As'ad, University, (Co-curriculum Advisor)
- (2023) Projek Gki1001 Semester 2 Sesi 2022 2023 - Samer, University, (Co-curriculum Advisor)
- (2022) Academic Advisor, University, (Academic Advisor)
- (2022) 2022 Robocup@home Education, International, (Mentor)
- (2021) 2021 Lead Coach Intel Ai Youth Program, National, (Mentor)
SUPERVISION
Under Graduate Students
- (2025) Thermal+RGB Rider Helmet & Safety Compliance in Malaysian Traffic
- (2025) Testing Hybrid SLAM to Improve Robot Navigation
- (2025) Robot Navigation and Route Planning Guide for the Visually Impaired at Campus
- (2025) Poultry Disease Early Warning via Audio Video on Low-Cost Phones
- (2025) Palm Oil Ripeness & Ganoderma Detection via Smartphone
- (2025) Lost Hikers Search and Rescue Strategies using Drone
- (2025) LLM-driven Bilingual Compliance for Bibliographic Cataloguing-in-Publication (PdP)
- (2025) Human-Robot Interaction Guide for the Visually Impaired on Campus
- (2025) Flood Victim Search and Rescue Strategies using Drone
- (2025) Enhancing Accessibility of Physically Disabled Users using Pick-and-Place Robot
- (2025) Enhancing Accessibility of Physically Disabled Users through Human-Robot Interaction
- (2025) Egg Counting at Chicken Layer Farms using Autonomous Robot
- (2025) Drone-based Structural Anomaly Detection in Buildings
- (2025) Drone-based AI System for Identifying Suitable Mangrove Replanting Sites
- (2025) Campus Waste Classification and Sorting using a Pick-and-Place Robot
- (2025) Autonomous Robot for Product Monitoring and Restocking
- (2025) Autonomous Robot for Cherry Tomato Ripeness Detection
- (2025) Autonomous Robot for Cherry Tomato Leaf Disease Detection
- (2025) Autonomous Campus Surveillance Robot for Suspicious Activity Detection
- (2025) 3D Vision-based Inspection for Dent Detection on Shipping Containers
- (2025) 3D Vision-based Inspection for Cut/Hole Detection on Shipping Containers
- (2025) Practices, IDP_AD3_Drone Battery Management System_A modular battery approach for troubleshooting and battery management
- (2024) Speech Processing using Deep Learning and GPT Integration for Faculty Receptionist Robot
- (2024) Seat Detection and One-Shot Face Learning for Mobile Robot
- (2024) Route Planning using SLAM for Proctoring Assistant Robot
- (2024) Robot Route Planning using SLAM for Luggage Delivery Service
- (2024) Robot route path planning simulation project
- (2024) Robot Perception and Response for Luggage Carrying Service
- (2024) Retail Product Monitoring using Deep Learning for Visual Robot
- (2024) Real-time AGV Scheduling using DQN in Dynamic Job Floor Setting
- (2024) Person of Interest Detection using Deep Learning for Faculty Receptionist Robot
- (2024) Perception and Response for Proctoring Assistant Robot
- (2024) Leveraging Generative Al in Image Stitching towards Panoramic Context of Structural Cracks
- (2024) Hijab Virtual Try-On: a consumer app support
- (2024) Development of Compliant Arm Gripper with Visual Perception for Mobile Robot
- (2024) Assessment tool application for SDG based assignment
- (2024) AI Drone project for environmental surveillance
- (2024) A chatbot project concerning industry financial matters
- (2024) A Chatbot project concerning Academic Advisory at FSKTM
- (2023) Facial Expression Recognition pada Desain Smartroom Terintegrasi Algoritma Genetika untuk pengontrolan perangkat listrik (Universitas Hasanuddin)
- (2023) Underwater Species Recognition and Counting using Deep Learning
- (2023) Robot route planning using SLAM for campus student orientation
- (2023) Robot perception and response for campus student orientation
- (2023) Person falling detection system using AI-enabled vision sensing for smart homecare
- (2023) Mobile robot navigation for indoor delivery service
- (2023) Floating Waste plastic Detection and Classification at Water Bodies near Universiti Malaya using Drone
- (2023) Enhancing Remote Learning Experience using Multiple PTZ Camera with Human Tracking System
- (2023) Deep Learning Models for Antimicrobial Resistance Prediction in Foodborne Pathogens
- (2023) Crack Detection and Classification for Wall Assessment through Drone Inspection
- (2023) Automated cleaning and monitoring system in large-scale solar farm.
- (2023) An AIoT-Enabled Sensing on A Water Surface Robot to Predict Algae Concentration Level
- (2023) AIoT-enabled System for Root-based Plant Environment Monitoring
- (2023) Industrial Training, ALVIN BRADLEY NONIS
- (2022) Soil Monitoring using IoT-based Sensor in Melon Agriculture
- (2022) SLAM Mobile Surveillance for Robot Navigation in Smoking Detection Situation
- (2022) Service Robot for Garbage Classification using Deep Learning Approach
- (2022) Room Tidying Robot using Deep Learning for Object Detection
- (2022) Robot Visual Perception for Grocery Classification and Clustering Through Deep Learning
- (2022) Robot spatial perception for groceries placement and arrangement
- (2022) Robotic Arm Manipulation and Control for Waste Separation Towards Effective Recycling
- (2022) Receptionist Robot with Speech Processing and Object Detection
- (2022) Multimodal Analytical Framework Approach for Job Interview Video Analytics
- (2022) Interaction between Surveillance Robot and Smokers with Speech Processing using Neural Network
- (2022) Deep Learning-based Surveillance Robot for Human Smoking Event Detection
- (2022) Practices, Khoo Chin Wei
- (2021) Visual Perception for Autonomous Cleaning Robot
- (2021) Vision-based System for Eyebrow Embroidery Recommendation
- (2021) Vision-based Eutrophication Prediction Using Deep Learning
- (2021) Self-Quarantine Check-in System powered by Machine Learning
- (2021) Robotic Personal Assistant (RPA) for Corporate Scheduling
- (2021) Resume Extraction and Ranking for Smart Recruitment Process
- (2021) Real-Time Pothole Complaint System for Intelligent Road Management
- (2021) Localization and Mapping for Autonomous Water Sampling Robot
- (2021) Last-mile Delivery Route Planning using Clustering and Machine Learning
- (2021) Intelligent Control for Indoor Agriculture with IoT-based Sensors
- (2021) Highway Image Generation for Path Planning using Conditional Variational Autoencoder (CVAE)
- (2021) Extracting Data from Customer Identification Documents Using Image Processing Augmented by Deep Learning
- (2021) Egocentric Path Planning in Monovision Highway Image using Convolutional Neural Network (CNN)
- (2021) Deep Learning Approach for Vision-based Water Pollution Classification
- (2021) Candidate Skill Set Profiling for Smart Recruitment Process
- (2021) Application of GAN Technique towards Bandwidth Reduction in Video Conferencing
- (2021) Application of Deep Learning Technique in Paddy Growth Classification
- (2020) Visual Perception for Autonomous Lake Cleaning Robot
- (2020) Vision-based Eutrophication Prediction Using Deep Learning
- (2020) Vision-based assessment system for eyebrow embroidery recommendation
- (2020) Self-Quarantine Check-In System powered by Machine Learning
- (2020) Resume Extraction and Ranking for Smart Recruitment Process
- (2020) Real-Time Pothole Complaint System for Intelligent Road Management (Frontend)
- (2020) Real-time Pothole Complaint System for Intelligent Road Management (Backend)
- (2020) Localization and Mapping for Autonomous Water Sampling Robot
- (2020) Intelligent Control for Indoor Agriculture with IoT-based Sensors
- (2020) Candidate Skillset Profiling for Smart Recruitment Process
- (2019) Smart Eyebrow Embroidery System
- (2019) Robot Personal Assistance (RPA) for Corporate Announcement
- (2019) Robotic personal assistant (RPA) for corporate visitor management system
- (2019) Robotic Personal Assistant (RPA) for Corporate Scheduling
- (2018) WeCare Indoor Positioning Module
- (2018) Vision-based expert system for pothole classification
- (2017) Real-time pothole detection system
- (2016) MJCS Citation Tracking
- (2015) How Rovio navigates in its environment
Postgraduate Student
-
(2025) Forecasting the development of acute kidney injury using machine learning and structural equation modeling, ARIA ANISI
-
(2025) Federated Active Learning for Pattern Recognition, LIM ZI HAO
-
(2025) Swarm Robots Multi-Target Search and Rescue in Unknown Environments with Limited Communication, WEITAO ZHAO
-
(2025) Biasguard: A Systematic Approach to Optimizing Fairness and Performance in Machine Learning Applications, SAADIA AFZAL RANA
-
(2025) EXPLORING EXPLAINABILITY AND INTERPRETABILITY OF MACHINE LEARNING MODELS IN CYBER SECURITY APPLICATIONS, BANAN AHMED H ALHARBI
-
(2025) INVESTIGATING THE EFFECTS OF UV RADIATION FOR PLANT PROTECTION AND NUTRIENT ENHANCEMENT IN SMART URBAN FARM, KAUSALYAA A/P KALIAPAN
-
(2025) IMPROVING SOLUTIONS FOR VEHICLE ROUTING PROBLEM WITH TIME WINDOWS THROUGH HYBRID METAHEURISTIC ALGORITHMS, ABU OBAYDAH MOHAMMED ABDULSALAM
-
(2025) COPY MOVE FPRGERY DETECTION IN SCANNED DIGITAL DOCUMENTS, FARIHA ZULFIQAR
-
(2023) Cross-Silo Implementation of Federated Learning in Healthcare for 6G: Leveraging VPN-Based Wireless Backhaul Networks, ATIF MAHMOOD
-
(2020) Visual robot mapping without depth information, Loh Yoong Keat
-
(2020) Quantum-behaved Swarm Robots Exploration and Communication, Duaa Mehiar
-
(2020) IMPROVING ROBOT DARWINIAN PARTICLE SWARM OPTIMIZATION USING QUANTUM-BEHAVED THEORY FOR SWARM ROBOT EXPLORATION AND COMMUNICATION, DUA'A ABDEL FATTAH HUSSEIN MEHIAR
-
(2016) Copy move forgery detection in scanned document images, Fariha Zulfiqar
-
(2014) Metacognitive approach in designing intelligent tutoring system, Shamsheer Jauhangeer
-
(2025) Deep Reinforcement Learning (CNN-LSTM) on Autonomous Vehicles in Carla, JUN YANG CHEOK
-
(2025) Optimising Cloud Computing Scheduler with Monte Carlo Method, CHOY HON YOONG
-
(2025) Robotics Speech Processing, XUE YING KUNG
-
(2025) Application of computer vision for sand screen inspection, MOHD HAFIIDZ HASSAN
-
(2025) Development of Water Surface Robot System for Algae Cleaning, MOSAB ALSAMMAN
-
(2025) Develop a water surface robot for lake sampling, MOUAZ MHD AMER ALSAMMAN
-
(2025) Development of Automated Coating System for Antibacterial Surface Application, AMIR JAMALULLAIL
-
(2025) AUTOMATED FRUIT AND VEGETABLE HARVESTING ROBOTS POWERED BY COMPUTER VISION AND MACHINE LEARNING, AHMED MOHAMED HUSSEIN
-
(2025) PREDICTING PHYSIOLOGICAL FITNESS FOR DISCHARGE IN ACUTE MEDICAL UNITS USING MACHINE LEARNING, ABDULLAH MOHAMMAD KHAN
-
(2025) Improving YOLOv11 for Pedestrian Detection in Dense Crowds, WANGYINGKAI
-
(2025) EEG-based Intention Recognition for Simulated Single-Leg Exoskeleton Control using Deep Learning, SIFAT MOONJERIN
-
(2025) Dynamic Alignment for Cost-Effective Egg Fertility Screening using Spatiotemporal Neural Fusion, GOU YUANKAI
-
(2025) Predicting Room Temperature Supercondtor With Machine Learning, CHEONG CHOON MIN
-
(2025) Leveraging Fine-Tuned Large Language Model for Financial Decision Support in Manufacturing Firms, ILIFILZA RUSLI
-
(2025) Improving Data Scarcity in EEG Decoding using Pre-Trained Audio Transformers, JUNYANG DING
-
(2025) Temporal Modelling and Form Classification of Hand Flapping in Autism Spectrum Disorder, WANG YIDA
-
(2025) MOBILE SURVEILLANCE ROBOT FOR HUMAN SMOKING EVENT DETECTION, CHIA JING HUI
-
(2025) Upper Limb Gesture Recognition in Robotic Healthcare Services, NORMAISARAH BINTI AB MAJID
-
(2024) Multi-Class Skin Cancer Classification Using EfficientNet-Based Convolutional Neural Network, DARKHAN BAIBULAT
-
(2024) Deep Learning Methods for Neonatal Heart Rate Prediction using Respiratory Signals, MAHARAJ FAAWWAZ A YUSRAN
-
(2024) Vision-based Force Estimation using Feature Pyramid Network for Instrument-Tissue Interaction, REN HONGFEI
-
(2024) Authentication Overhead and High Computational Cost Solution Using Blockchain, Tasdid Hossain
-
(2024) Enhancing Occlusion Aware Image Recovery with Transformer and Multi Scale Features, SANG MEILING
-
(2024) SHORT-TERM FORECASTING OF AIR QUALITY INDEX IN KLANG VALLEY USING MACHINE LEARNING MODELS, ABU BASHIR FATANI BIN SHAMSUDIN FATANI
-
(2023) Exploring Consumer’s Acceptance Towards E-Hailing Waste Management System: A Case Study of GoGreen System in Cyberjaya, HASAN FARIS EZZULDDIN
-
(2022) The Hand Flapping Form and Frequency in Autistic Behaviour : A Vision-Based Study, HASSANIN AHMED MOHAMMED
-
(2021) PREDICTING ON-TIME DELIVERY KPI FOR OUTBOUND LOGISTICS USING SUPERVISED MACHINE LEARNING, Zuharabih Sulaiman
-
(2021) THE IMPACT OF ERROR-TOLERANCE USING CUSTOMIZED DIJKSTRA ON LARGE SCALE PARALLEL CROWD SIMULATIONS, LUUK STERKE
-
(2021) AUTOMATED SCANNED RECEIPT PROCESSING WITH OPTICAL CHARACTER RECOGNITION AND MACHINE LEARNING, HOR ZHANG NENG
-
(2021) DEVELOPMENT OF CHLOROPHYLL-A SOFT SENSOR USING MACHINE LEARNING AND IOT, PALOK BISWAS
-
(2021) DEVELOPMENT OF SALIENCY METRIC FOR AUTONOMOUS LANDMARK SELECTION IN COGNITIVE ROBOT NAVIGATION, GAO HANYANG
-
(2021) DEVELOPMENT OF WATER SURFACE ROBOT SYSTEM FOR LAKE SANITATION AND SAMPLING, AHMED ABDULLAH OMAR
-
(2020) Understanding scanned receipts with OCR and ML techniques for automated reimbursement management, Hor Zhang Neng
-
(2020) Testing the minimal bounded space method on visual drone, Yap Seng Kuang
-
(2020) DevOps for developing and testing Machine Learning systems, Naim Jamaluddin
-
(2020) Development of soft sensor for water quality prediction, Palok Biswas
-
(2020) Development of an open robotic platform for lake water conservation, Ahmed Abdullah Omar
-
(2020) Computing landmark saliency for autonomous landmark selection for robot navigation, Gao Hanyang
-
(2020) The hand flapping form in autistic and non-autistic children: a vision-based study, Hassanin Ahmed Mohammed
-
(2020) Testing the minimal Bounded Space Method on Vision-Based Drone Navigation, YAP SENG KUANG
-
(2016) Fuzzy-based framework for the selection of image processing software for diagnosis and outcome prediction of cardiac diseases (thesis submitted), Tanisha Thasaratharajah
-
(2015) Detecting arm and hand flapping in children with autism spectrum disorder using human pose estimation and skeletal representation algorithms (thesis submitted), Nurliyana Muty
-
(2015) Fuzzy-based Framework for the Selection of Image Processing Software for Diagnosis and Outcome Prediction of Cardiac Diseases, TANISHA A/P THASA RATHA RAJAH
-
(2014) A heuristic approach to computing landmark saliency for micro aerial vehicle (MAV) navigation (completed), Fatima Tul-Zuhra
-
(2014) A Heuristic Approach to Computing Landmark Saliency for Micro Aerial Vehicle (MAV) Navigation, FATIMA-TUL-ZUHRA
-
(2014) A Heuristic Approach to Computing Landmark Saliency for Micro Aerial Vehicle (MAV) Navigation, FATIMA-TUL-ZUHRA
TEACHING
Master
- (2023) WOA7018 - Autonomous Robotics
- (2022) WOA7018 - Autonomous Robotics
Bachelor
- (2023) WIA1002 - Data Structure
- (2023) WIB1002 - Data Structure
- (2023) WID3005 - Intelligent Robotics
- (2022) WIA1002 - Data Structure
- (2022) WIB1002 - Data Structure
- (2022) WID3005 - Intelligent Robotics
- (2021) WIA1002 - Data Structure
- (2021) WIB1002 - Data Structure
- (2021) GIW1003 - Fun With Robots
- (2021) WID3005 - Intelligent Robotics
- (2021) GIW1003 - Fun With Robots
- (2021) WID3005 - Intelligent Robotics
- (2020) GIW1003 - Fun With Robots
- (2020) WIA1002 - Data Structure
- (2020) WID3005 - Intelligent Robotics
- (2019) GIW1003 - Fun With Robots
- (2019) WID3005 - Intelligent Robotics
- (2018) GIW1003 - Fun With Robots
- (2018) WIA1002 - Data Structure
- (2018) WID3005 - Intelligent Robotics
- (2017) WAES3102 - Fundamentals of Robot Intelligence
- (2017) WIA1002 - Data Structure
- (2016) WAES3102 - Fundamentals of Robot Intelligence
- (2016) WIA1002 - Data Structure
- (2016) WIA1002 - Data Structure
- (2016) WXES1117 - Data Structure
- (2016) WXES1117 - Data Structure
- (2015) WAES3102 - Fundamentals of Robot Intelligence
- (2014) WAES1102 - Computing Mathematics 1
- (2013) WXES1112 - Computing Mathematics 1
- (2012) WAES3370 - Artificial Intelligence Software Tools
Full-Time Equivalent (FTE)
- (2026) WIA1002 - Data Structure
- (2025) WID3005 - Intelligent Robotics
- (2025) WID3010 - Autonomous Robots
- (2026) WOA7018 - Autonomous Robotics
- (2025) WOX7002 - Dissertation
- (2025) WQF7010 - Robotics and Automation
PATENT/ IPR
- Social Media Slang Analytics Framework for Anxiety PredictionCOPYRIGHT
- UM GoGreen Integrated Waste Management System (New Title: Integrated Recyclable Waste Management System towards Reduce, Reuse, Recycle (3R) Community Adoption)COPYRIGHT
- A Novel Online-offline Reciprocal life-long learning AI platform (New Title : Title: A Value Driven Machine Learning Module For Cyber Physical Human Systems)PATENT
- A method of identifying minimal bounded space for navigationPatent (International)
SOCIAL RESPONSIBILITY ACTIVITIES
- Makerfest 2024 Exhibitor, (10 Dec 2024 - 11 Dec 2024) (National)
- UM Hackathon Judge, (31 Mar 2024 - 31 Mar 2024) (National)
- Youth Ai Robotics Learning Exchange 2024 Trainer, (25 Jan 2024 - 29 Jan 2024) (International)
- Juri Pertandingan Superhero Iklim, (23 Nov 2023 - 10 Dec 2023) (University)
- Juri Pertandingan Superhero Iklim, (23 Nov 2023 - 10 Dec 2023) (University)
- Ketua Panel Hakim Cabaran #jejakjuarakl2003: Karnival Kemahiran Digital Gamicode Sek Rendah dan Sek Menengah, (01 Aug 2023 - 30 Aug 2023) (National)
- Panelist for Malaysian Education Expo 2023 in Bangladesh, (24 Feb 2023 - 04 Mar 2023) (International)
- 2017 Blood Donor, (26 Apr 2017 - 26 Apr 2017)
- 2017 The Footsouls Member, (01 Jan 2017 - 31 Dec 2017)
- 2017 Persatuan Alumni Nz Malaysia (prizma) Member, (01 Jan 2017 - 31 Dec 2017)
- 2016 The Footsouls Member, (01 Jun 2016 - 31 Dec 2016)
- 2016 Um111 Fancy Dress 5km Walk Sponsor, (01 Feb 2016 - 31 Dec 2016)
- 2016 UMCARES Bengkel Celik it Projek Orang Asli Volunteer, (01 Jan 2016 - 31 Dec 2016)
- 2016 Projek Orang Asli Volunteer (adobe Training for Trainers), (01 Jan 2016 - 31 Dec 2016)
- 2016 Fcsit Bengkel Celik it Projek Orang Asli Volunteer, (01 Jan 2016 - 31 Dec 2016)
- 2016 Women's Social Futsal & Football Malaysia (wsfm) Member, (01 Jan 2016 - 31 Dec 2016)
- 2016 UMCARES Bengkel Celik Teknologi Projek Taman Medan Volunteer, (01 Jan 2016 - 31 Dec 2016)
- 2015 Projek Iqra' Volunteer, (01 Jun 2015 - 31 Dec 2015)
- 2015 Women's Social Futsal & Football Malaysia (wsfm) Member, (01 Jan 2015 - 31 Dec 2015)
- 2014 Women's Social Futsal & Football Malaysia (wsfm) Member, (01 Jan 2014 - 31 Dec 2014)
COURSE ATTENDED
Internal/ External Course
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PROGRAM TRANSFORMASI MINDA, ARAS 4 BILIK SENAT BANGUNAN CANSELERI (05 Oct 2020 - 08 Oct 2020)
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EMERALD FOR BASIC TEACHING AND LEARNING, UNIVERSITI MALAYA (04 Nov 2019 - 08 Nov 2019)
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2017 AKEPT COMPETENCY AND ENHANCEMENT PROGRAMME (ACEP) MODULE R103, USIM (14 Nov 2017 - 15 Nov 2017)
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PROGRAM PEMANTAPAN PASUKAN (PROGRAM TRANFORMASI NEGARA KHAS), KEM BINA NEGARA KUNDASANG SABAG (11 May 2017 - 13 May 2017)
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2017 COMPUTATIONAL THINKING & COMPUTER SCIENCE MASTER TRAINER CERTIFICATION, PUTRAJAYA (27 Feb 2017 - 03 Mar 2017)
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2016 PERSIDANGAN AKEDEMIA-KOMUNITI UM, CRYSTAL CROWN HOTEL (15 Nov 2016 - 16 Nov 2016)
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REGIONAL CONFERENCE ON COMPUTER AND INFORMATION ENGINEERING (RCCIE 2016), YANGON TECHNOLOGICAL UNIVERSITY (YTU) (02 Oct 2016 - 05 Oct 2016)
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PROGRAM TRANSFORMASI NEGARA, KEM BINA NEGARA, SEPANG (26 Sep 2016 - 28 Sep 2016)
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PILIPS & PALMMECH 2016 SEMINAR, SANDAKAN (20 Sep 2016 - 21 Sep 2016)