She has vast knowledge in the geospatial industry and agriculture and has been working in R&D work for more than 15 years in geospatial technologies at the University of Malaya Kuala Lumpur. She is an energetic researcher with an ardent desire to build a career within the research industry. Enthusiastic, initiative-taking individual with a drive to succeed, having excellent organizational skills. Her research interests are hyperspectral remote sensing and GIS in precision agriculture, especially in oil palm, land use mapping, landfill siting, tourism, watershed, utilities, and forestry in remote sensing. Her transdisciplinary research has across the science, geography, social, and engineering fields. She is a highly efficient and organized strategist with an initiative-taking approach to analytical performance and data accuracy.