AI Engineer / Data Scientist / Open Source Nerd
i make AI tools healthcare workers actually want to use
Featured Projects
A selection of my recent work in AI, healthcare, and open source
Clinical AI Demo
Try it live.
Live interactive demo - ask an AI questions about a synthetic clinical document in real time.
🧠 AuthIQ Health
Let's make prior auth suck less.
An open-source platform to explore and build smarter prior authorization rules. Features a provider-focused web app that showcases crowd-sourced rule definitions, an AI assistant, and a smart form builder—all optimized for transparency and automation.
GenAI Prior Authorization System
AI-powered prior authorization automation
Led GenAI initiative in prior authorization, achieving >95% accuracy on urgent request detection, reducing turnaround from days to seconds. Added AI clinical summarization capabilities.
HEDIS Evidence Locator
Clinical quality evidence at scale.
RAG-powered system for clinical quality measure evidence extraction, currently in production with cross-functional architecture teams.
Experience
My journey in data science and AI, with a focus on healthcare applications
Senior Data Scientist
Leading GenAI initiatives in healthcare, specializing in prior authorization automation and AI governance.
Key Achievements:
- •Architected HEDIS quality measure evidence recommendation system using RAG, gaining executive visibility and currently in production deployment with cross-functional architecture teams.
- •Engineered HCC AI pipeline automating clinical evidence extraction and risk score validation, generating an estimated $300K+ in annual cost savings and earning a company spot award for innovation impact.
- •Led enterprise generative AI initiative in prior authorization workflows, iterating from initial prototype to production-ready urgent request triage system with LLM-driven clinical summarization, reducing turnaround from days to seconds.
- •Advised AI governance committee on policy, bias mitigation, and ethical AI adoption in healthcare workflows as part of the internal AI Center of Excellence.
- •Built generative AI automations for customer service and internal survey analysis, reducing processing time from one week to minutes.
- •Managed annual wellness visit outreach model, coordinating engagement with 30k+ members.
Technologies & Skills:
Skills & Technologies
My technical toolkit, organized by expertise level