Parachute Health
Architected an agentic system that reviews medical documentation against payer rules. Built its evaluation system and AWS infrastructure.
William Jeffries
AI consultant, founder, and independent researcher.
I build production AI systems and the tools used to evaluate them. My recent work includes agents that review medical records and search historical archives, plus experiments on agent memory and concept ablation.
Recent AI work
Research detailsJózef Piłsudski Institute of America
Built a multilingual research agent over 13,000 documents and 87,000 historical page scans.
PracticalGrowth
Built production AI pipelines for quizzes, roleplays, and other materials used across roughly 191 professional-education courses.
Independent research
Tested how private working memory affects agent commitment and whether activation noise can train a model away from a gender shortcut.
Software clients
Engagement details- Parachute Health
- JPMorgan Chase
- TD Ameritrade
- IBM
- Comcast
- Hummingbird
- JOOR
- HBC
- Bauer Xcel Media
- Slice
- Managed by Q