Research,
Teaching,
and Comms.

Developing county-level HPAI classification and one-month-ahead forecasting systems for proactive outbreak response. Engineering walk-forward retraining, leakage-safe feature pipelines, and rare-event evaluation for operational use.

Built the county-month machine learning framework across the conterminous United States, integrating environmental, climatological, and geospatial features. Presented feature-importance and diagnostic results to 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.