Work

Which winback offer to send each lapsed subscriber. Assigning offers by churn tenure earned $39K more margin per million reachable users than the better single offer.

skills

Experimentation & Metrics · Pricing & Unit Economics

stack

Python · pandas · NumPy · SciPy · Matplotlib

Four linked models on when paying for storage by usage beats buying hardware up front, from the customer's side and from the vendor's.

skills

Pricing & Unit Economics · Simulation & Forecasting

stack

Python · NumPy · SciPy · Matplotlib · Streamlit · Plotly

A three-stage pipeline that turns a plain-language request like “iced tea under 100 calories” into a ranked list of Starbucks products.

skills

NLP & LLMs

stack

Python · pandas · NumPy · Gemini API · Pydantic

A booking platform connecting graduating UCLA students with student photographers in Los Angeles.

skills

Product Design · Experimentation & Metrics

stack

Next.js · TypeScript · Tailwind · Vercel