Curriculum Vitae

DR. BRYAN RAJ A/L PETER JABARAJ

Senior Lecturer
  • Department of Computer System & Technology
    Faculty of Computer Science and Information Technology
  • bryanraj15
  • +603 7967 6377

BIOGRAPHY

Dr. Bryan Raj is a Senior Lecturer at the Department of Computer Syetem and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya since 2023. He earned his PhD in Computing from Universiti Malaya. Dr. Bryan's research focuses on the metaheuristic algorithm and methods to optimize clustering in Wireless Sensor Networks. His publications are on high impact jornal such as IEEE Access. Besides researches and academic successes, he is also a certified Microsoft Azure Administrator.

He is currently working on a research that is related to precision agriculture using wireless sensor networks. Currently he is also venturing into the dynamicity of metaheuristic algorithms in optimization of clustering and routing.

ACADEMIC QUALIFICATION

  • Doctoral Degree (PhD)
    Universiti Malaya (um)
  • BACHELOR OF COMPUTER SCIENCE (COMPUTER SYSTEM AND NETWORK) PASS WITH HONOURS (WITH DISTINSTION), (COMPUTER SYSTEM AND NETWORK)
    Universiti Malaya (um)

ADMINISTRATIVE DUTIES

  • Task Force Member
    19 Jul 2024 - 18 Jul 2026 (University Malaya)
  • Task Force Member
    01 Jun 2024 - 31 May 2026 (Faculty)
  • Task Force Member
    01 Jun 2024 - 31 Dec 2024 (Faculty)
  • Task Force Member
    22 Jan 2024 - 31 Dec 2024 (Department of Computer System & Technology, Faculty of Computer Science and Information Technology)
  • Task Force Member
    01 Jan 2024 - 31 Dec 2024 (Department of Computer System & Technology, Faculty of Computer Science and Information Technology)
  • Task Force Member
    05 Sep 2024 - 08 Sep 2024 (University Malaya)
  • Task Force Member
    03 Sep 2024 - 03 Sep 2024 (University Malaya)
  • Course Coordinator
    15 Mar 2024 - 30 Jun 2024 (Department of Computer System & Technology, Faculty of Computer Science and Information Technology)
  • Task Force Member
    04 May 2024 - 04 May 2024 (University Malaya)
  • Advisor and Coordinator for "Hari STK"
    10 Nov 2023 - 10 Nov 2023 (Department)

PUBLICATIONS

Article in Journal
WoS
  1. Raj, Bryan; Ahmedy, Ismail; Idris, Mohd Yamani Idna; Md. Noor, Rafidah (2022). A Survey on Cluster Head Selection and Cluster Formation Methods in Wireless Sensor Networks, WIRELESS COMMUNICATIONS & MOBILE COMPUTING. 2022. doi:10.1155/2022/5322649
  2. Raj, Bryan; Ahmedy, Ismail; Idris, Mohd Yamani Idna; Noor, Rafidah Md (2022). A Hybrid Sperm Swarm Optimization and Genetic Algorithm for Unimodal and Multimodal Optimization Problems, IEEE ACCESS. 10, 109580-109596. doi:10.1109/ACCESS.2022.3208169
Other Publications
  1. Sahran, F., & Raj, B. (2024, October). Cybersecurity excellence: um students shine at siber siaga 2024. - News Item

RESEARCH PROJECT

National
  1. 2024 - 2026, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Anomaly Detection Using Hybrid Swarm Intelligence and Evolutionary Algorithms in Wireless Sensor Networks ( Principal Investigator(PI))
University
  1. 2024 - 2026, Bantuan Khas Penyelidikan (BKP Special)
    GENERATIVE ADVERSARIAL NETWORKS FOR MITIGATING CLASS IMBALANCE IN NETWORK TRAFFIC CLASSIFICATION ( Co-Researcher)

PAPER PRESENTED

INVITED SPEAKER
  1. Internet of Things for All, The International Conference on Frontier in Computer Science and Information Technology (FOCUS), FSKTM, UM (International) (11 Dec 2024 - 11 Dec 2024)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2025) Energy Optimization Model Based On Ant-mating Optimization for Collaborative Fog Computing in Internet of Drones. - Thesis, University, (Internal Examiner)
  2. (2024) Automating Antibacterial Coating Through An Iot-based Dip Coating System With Feedback Control - Viva Panel, University, (Reviewer)
  3. (2024) Relic Image Super-resolution Using Hybrid Cnn-transformer With Efficient Channel Attention and Transfer Learning - Viva Panel, University, (Internal Examiner)
  4. (2024) A Cnn-transformer Model for Monocular Object Distance Estimation - Viva Panel, University, (Internal Examiner)
  5. (2024) Enhancing Facial Emotion Recognition Using Dcnn Through Effective Extraction for High-level Features - Viva Panel, University, (Internal Examiner)
  6. (2024) Applying Ml in Ev Charging Station Demand Forecasting - Mds Panel, University, (Internal Examiner)
  7. (2024) Data-driven Decision Making in Cocoa Supply Chains: Machine Learning Solutions for Demand Prediction - Mds Panel, University, (Internal Examiner)
  8. (2024) Food Waste Analysis With Machine Learning - Mds Panel, University, (Internal Examiner)
  9. (2024) Design and Implementation of Logistics Management Platform Based On Big Data Technology - Mds Panel, University, (Internal Examiner)
  10. (2024) Qoe-oriented Routing Mixing Application Kpis and Link Metrics Through Machine Learning, International, (Reviewer)
  11. (2024) Comparative Analysis On The Best Telco Network for University Campus Using Knn - Mds Panel, University, (Internal Examiner)
  12. (2024) A Comparative Study of Machine Learning Approaches for Time Series Forecasting in Online Food Sales - Mds Panel, University, (Internal Examiner)
  13. (2024) Prediction Modelling of E-commerce (b2c) Using Machine Learning - Mds Panel, University, (Internal Examiner)
  14. (2024) Enhancing Real-time Lddos Attack Detection System in Iot Network Using Machine Learning - Viva Panel, University, (Reviewer)
Contribution to event
  1. (2024) Workshop On Internet of Things for All & Co-chair for Conference Paper Presentation: Computer Systems & Technology, International, (Panelist/Moderator)

SUPERVISION

Postgraduate Student
  1. (2024) OPTIMIZING ROUTING MECHANISMS IN FOOD PRODUCTION USING PARTICLE SWARM OPTIMIZATION AND IOT, SHARMIN
  2. (2024) VISION-BASED PATH PLANNING USING REINFORCEMENT LEARNING FOR MOBILE ROBOTS, UMAR ADEEL
  3. (2024) TECHNIQUES AGAINST SECURITY RISKS UNDER CYBER ATTACKS ON IOT BASED WSNS, ARWA ABDULLAH A ALSHAYA
  4. (2024) Adaptive and Energy-Efficient Anomaly Detection in Wireless Sensor Networks Using Hybrid Swarm Intelligence and Light YOLO, MAIDUL HASAN MASUM
  5. (2024) OUTBOUND SHIPMENT FORECAST USING MACHINE LEARNING: A CASE STUDY, YAN YEN WEI
  6. (2024) A Family-Oriented Scam Call Alert System Using Real-Time Notification and Call Pattern Analysis, AHVINRAAJ A/L THETCHINAMOORTHY
Under Graduate Students
  1. (2024) Smart Staff Parking Barrier System
  2. (2024) Intrusion Detection System for Wireless Sensor Networks (Subtitle: Web Application)
  3. (2024) Intrusion Detection System for Wireless Sensor Networks (Subtitle: IoT/IDS Key Components)
  4. (2024) Environmental Monitoring System for Data Centers (Subtitle: Mobile App)
  5. (2024) Environmental Monitoring System for Data Centers (Subtitle: IoT/Infrastructure)
  6. (2024) Enhanced Security and Authentication for Wireless Sensor Networks via Mobile App (Subtitle: Mobile App)
  7. (2024) Enhanced Security and Authentication for Wireless Sensor Networks via Mobile App (Subtitle: IoT/Infrastructure)

TEACHING

Master
  1. (2024) WQE7008 - Wireless Networks and Mobile Computing
Bachelor
  1. (2024) WIA1003 - Computer System Architecture
  2. (2024) WIX1003 - Computer Systems and Organization
  3. (2024) WIC2008 - Internet of Things
  4. (2024) WIC3009 - Parallel Programming
  5. (2024) GFW0018 - Security and Ethics in Cyberspace
  6. (2024) WIX2001 - Thinking and Communication Skills

PATENT/ IPR

  • Unified Reinforcement Learning-Based Spectrum Sensing and Optimization for Vehicle Repositioning Using HFASSON in CR-VANET
    COPYRIGHT
  • Adaptive Hybrid Sperm Swarm Optimization and Genetic Algorithm
    COPYRIGHT

COURSE ATTENDED

External Course
NATIONAL
  1. AZ-104: Microsoft Azure Administrator, Zoom Online (05 Sep 2023 - 08 Sep 2023)
Internal/ External Course
  1. EMERALD RESEARCH AND SUPERVISION 2023, UNIVERSITI MALAYA (15 Aug 2023 - 17 Aug 2023)
  2. EMERALD TEACHING AND LEARNING 2023, UNIVERSITI MALAYA (07 Aug 2023 - 11 Aug 2023)
  3. CHATGPT, SECARA ONLINE (18 Jan 2024 - 18 Jan 2024)