• Supported the sustainability and tech teams in identifying and addressing data needs necessary for automating Scope 3 carbon emission calculations in line with GHG Protocol• Assisted in the population of emission factors database with public and proprietary datasets covering a broad range of sectors including Agri-food, Technology, Fashion and Built Environment

Freshwater and Invasion Biology Lab, National University of Singapore• Title of research: Comparative Autecologies of an Introduced and Native Snakehead in Singapore's Urban Reservoirs• Investigated the autecological traits of introduced freshwater fishes (i.e., growth, reproductive biology, diet) in local reservoirs to facilitate assessment of their ecological impacts on native fish communities• Conducted field surveys (e.g., cast netting, setting traps, angling) across three reservoir sites; analysed field data using R and presented study findings to a panel of experts• Clinched the Lijen Industrial Development Medal for Best Academic Projects in the Discipline• Awarded RCSC BES Prize for Best Thesis in the Field of Environmental Sustainability

Vector Control Policy Department, Public Health Operational Policy Division• Reviewed vector control policies pertaining to the Insectary Permit application process• Proposed policy changes based on engagements with various departments• Composed materials (e.g., guidebook, web content) to help applicants familiarize with the application process

• Conducted research on Singapore’s sustainable finance landscape to synthesize an overall map of green finance initiatives and actors• Authored insight pieces for publication on the initiative’s website• Prepared annotated bibliographies to support the compilation of literature and reports on green finance

Carrasco Bioecon Lab, National University of Singapore• Title of research: Reading on Screens Saves Global Forests• Data mining, time series forecasting, mapping using R and ArcGIS• Projected the global forest area spared through adoption of screen reading

Evolutionary Biology Laboratory, National University of Singapore• Prepared and maintained various fly cultures to support research on black scavenger flies (Sepsidae).

• Collaborated in a team of 4 to facilitate back-end operations for inbound tour groups, streamlining various processes to reduce operational errors. • Established a systematic approach for the analysis of monthly sales data

• Generated reports on the organization development of schools nation-wide