I'm building Daisy AI, where I'm focused on automating the operational side of healthcare. Right now I'm applying AI to utilization management, interoperability, and healthcare workflow graphs. Before, I spent time investing in equities markets and thinking about how technology reshapes industries.
I write about healthcare automation, applied AI systems, and occasionally finance and markets. I'm interested in how new technologies can make complex systems work better for the people inside them.
Based in New York.
Projects
- Daisy Skill: Admission Status ReviewActive
Claude Code skill for evaluating hospital admission status (inpatient vs observation) against clinical evidence and payer criteria
- Daisy AIActive
Healthcare automation: utilization management, clinical review, documentation
Watch demo → - Polymarket Arbitrage ResearchArchived
Can you find exploitable inefficiencies in prediction markets? I scanned 51K snapshots across 3,335 markets. Short answer: No.
Recent Writing
Substack →- The Gap Between Demo and Production in Healthcare AI↗
What Anthropic's healthcare tools reveal about the future of clinical AI
- Testing Market Efficiency on Polymarket
An empirical analysis of prediction market arbitrage. I scanned 51K snapshots across 3,335 markets. Short answer: I could not find any tradeable arbitrage.
- We Tested 7 Ways to Summarize Medical Records with AI. Here's What Actually Worked.↗
Comparing approaches for AI-powered medical record summarization