OPS Team - Focusing on distributed ad-serving systems, adaptive scaling, and cloud automation. Built real-time scaling and alert automation tools in Go/Python.

Portfolio Optimization Team - Evaluated combinations of alpha factors and portfolio strategies, implemented risk-neutralization, and experimented with genetic algorithms.

SFU Database System Lab - Research and development in database systems; main contributor to an open-source project connector-x which enabling fast, memory-efficient data loading from databases into Python.

Data team - Building internal full-stack tools and SQL solutions. Developed real-time data visualization apps, optimized BigQuery workflows, and improved dataset management processes to support analysis and increase productivity.