Projects

Built a pose-based motion pipeline and distilled motion cues from a lightweight teacher into a frozen X-CLIP student for improved video recognition.

Estimated the causal impact of high-skill work on earning probability using doubly-robust methods to reduce confounding and correct inflated baselines.

Automated EMS reporting by fine-tuning Whisper on medical vocabulary to convert audio into structured summaries, with a real-time frontend and normalized data warehouse.