At JacksonFinancial, I use Python models to forecast annuity products, narrowing forecast variance from 6.5% to 2.8%. I also queried policy datasets with SQL to uncover $3.1M in recurring expense savings.
At Freshworks Inc, I forecasted subscription revenue and ARR in Adaptive Insights, holding accuracy within 3% of quarterly actuals. My work across financial planning and analysis has included automating reporting, analyzing SaaS retention, and supporting GAAP and ASC 606 reporting.

