Research,
Teaching,
and Comms.

Developing a national-scale HPAI H5N1 early-warning system. Engineering leakage-safe infrastructure: rolling retraining, forward-only ingestion, and time-aware evaluation.

Built geospatial ML pipelines classifying county-month HPAI presence. Presented diagnostic outputs and feature-importance analyses to national-level USDA scientists and program leadership.

Designing public-facing programs for OpenAI's largest online community of 850k+ users. Synthesizing feedback for technical product launches and reporting KPIs to upper management.

Mentoring ~120 students on multi-threading, scheduling, and memory management. Held multiple weekly office hours, emphasizing low-level debugging techniques via GDB.