Building and evaluating LLM-powered agents for Alexa+. Working on evals, prompt robustness, and autonomous web agents.

Built transformer models to automatically detect and label whale calls in underwater recordings. Lots of audio processing and large-scale training.

Built multi-modal retrieval models for grocery substitution recommendations. Think: "out of oat milk, here's what else you might like."

Built data pipelines for solar and wind power plant telemetry. Renewable energy analytics.

Built GPS tracking and proximity unlocking for electric scooters.