At Manulife, I delivered an audit-ready IFRS17 and segregated fund guaranteed risk capital reporting system, and built Power BI dashboards and review workbooks that saved four hours per review cycle. I also developed SQL data checks to address reporting inaccuracies and contributed to a QlikView redesign that reduced refresh time by 40%.
At Trafigura, I managed global staff cost budgeting and forecasting, building scenario models that identified opportunities to reduce costs by 20%. After relocating to the Netherlands, I began learning Dutch, exploring practical applications of AI, and taking part in local sustainability and circular economy initiatives.

