Work Experience

Implemented a PPO reinforcement learning agent for lifecycle consumption and equity-allocation optimization under CRRA preferences, reducing training time by 54% and capturing 96% of optimal expected lifetime utility. Extended a regression model for retirement portfolio construction and operationalized lifecycle income-process research into a Monte Carlo forecasting engine.

Saved accounting team 5+ hours/week by building an automated invoice-remittance notification system for 300+ invoices/month. Built interactive Excel and Power BI dashboards that recouped over $2M in receivables, and automated invoice approval with Power Automate, reducing processing time by 87%.

Create course assignments and lecture content for a coding-with-AI course. Lecture 150+ students on building a RAG agent for a 300-page document and coordinate a team of 40+ TAs.

Analyzed company financials, researched industry trends and market data, and created data driven analysis that led to a new consulting service and an additional revenue stream.