Founder and Principal Scientist Xchem Pharma Inc.
I architect, build, and maintain the company's computational platform, spanning database schemas, REST APIs, job orchestration, and a React frontend. The platform uses FastAPI, PostgreSQL, Celery, Redis, and GPU-enabled workloads to support data curation, simulation, and analysis as an auditable pipeline.
I set technical direction across concurrent programs under finite GPU capacity. I have improved performance through persistent caching and offline prewarming, strengthened reliability through subprocess isolation and safer job layouts, and built streaming readers to control memory use during concurrent trajectory analysis.