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    Optiver • Sydeny Australia, December 2025 – February 2026


    DRW Holdings • Singapore, May – August 2025


    Octava Digital Assets • Singapore, May – August 2024

    • Researched and developed crypto asset trading strategies ranging from technical forecasts, sentiment analysis, and regression/machine learning approaches.
    • Established an efficient and comprehensive pipeline to evaluate trading strategy performance which integrates into the existing portfolio allocation infrastructure.
    • Conducted extensive analysis on macro factors that potentially influence the price action of crypto portfolios.
    • Deployed a cloud-based application that monitors daily price movements, generates a PDF containing statistics and visualized charts, and emails the portfolio performance report to investors.

    Impact Experience Project • Singapore / Cambodia, May 2023 – Present

    • Deployed full-stack web application currently in use by health centers based in Kampong Chhnang, Cambodia.
    • Designed a responsive and intuitive interface, ensuring accessibility and facilitating efficient data entry.
    • Integrated SQL for robust backend database management with data validation and error handling mechanisms.
    • Participated in on-site visits to study local conditions and collaborated with Water and Healthcare Foundation.