At Microsoft, I built backend services for a global skilling workflow that kept learner progress current across regional reporting systems. I also optimized a reporting pipeline, cutting batch runtime by 28%, and improved ingestion validation to reduce malformed-event failures by 35%.
Previously, I developed C++ services at MITRE for mission data processing and built healthcare workflow utilities at Epic. Across these roles, I worked on reliable data exchange, database-backed services, and production fixes using C++, Python, and SQL.

