At Gray Oncology Solutions, I led development of optimization and scheduling software for chemotherapy operations, improving resource efficiency by ~10% and reducing patient wait times across multiple hospitals. I also built simulation tools for patient-flow and scenario planning, helping cancer treatment centers evaluate operational tradeoffs before implementation.
I’m developing LLM agents for radiotherapy plan validation and schedule optimization, as well as an agent-driven analytics system that turns natural-language metric definitions into reviewable SQL. Earlier, I built forecasting models and ETL pipelines at Rubikloud, and Python-based document intelligence systems at Chisel AI.
