Built a full-stack telehealth platform from zero: patient intake portal, EHR provider UI, and a serverless backend on AWS. FHIR-based architecture on Oystehr with Auth0, appointment scheduling, lab orders, Rx, and automated billing.

• Built an automated fax parsing pipeline that extracts patient data from incoming faxes and maps it directly to FHIR records, eliminating manual data entry.

React TypeScript AWS FHIR Healthcare

Built a voice agent system on Retell AI that autonomously calls insurance adjusters to gather case information, replacing hours of manual outreach per claim.

• Designed an iteration-based versioning system so the team can test and promote new agent versions without touching live calls.
• Built an analytics suite tracking call outcomes, success rates, and campaign coverage.

Python Retell AI Temporal LLMs Insurance

Designed and built an agentic coding framework that brings AI-assisted development into every phase of the SDLC, from ticket to merged code.

• Skills map to development phases and chain: spec, build, execute, test, pre-review, MR review. Each defines explicit inputs, outputs, and checkpoints.
• Runs inside Claude Code, Cursor, or Codex and pulls live context from Jira, Confluence, and Figma. Works across multiple repos.

Claude Code Agentic AI Developer Tooling AI Enablement

• A podcast of a podcast. PodCore distills hour-long episodes into 5-minute audio summaries, plus a written brief with key concepts, notable quotes, and takeaways.
• Subscribe to any show via YouTube URL and get the brief delivered to your inbox the moment a new episode drops.

Python LLMs Audio AI Google Cloud Automation

• Founded and launched Linda, an iOS app that conducts real-time AI interviews and transforms them into polished podcast episodes, published directly to Spotify and Apple Music.
• Named after my mother, inspired by a road trip where I realized I'd never actually recorded her stories. Built for anyone who wants a living audio archive of their own life.
• Users have created thousands of episodes. Average session time of 30 minutes; 45% WAU/MAU for power users.
• Raised angel funding from Factorial Capital and Alex Chung (GIPHY founder).

Voice AI iOS Consumer Funded Startup

• First engineer. Built much of the foundational infrastructure: the website, v2 web crawlers, and early content pipelines. Contributed to the API and search engine from the ground up.
• Built foundational systems for a platform that scaled to 2–3 billion daily searches and hundreds of millions of users worldwide.
• Took on the company's most forward-looking technical problems independently, laying the groundwork for GIPHY's ML org.

• Built and led GIPHY's ML org from the ground up. Grew to a team of 5 ML engineers covering search, recommendations, content intelligence, and generative content.
• Trained and open-sourced GIPHY's celebrity detection model, a custom CNN identifying 2,300+ celebrities at 98% accuracy.
• Built GIPHY2Vec, an in-house NLP model for content recommendations and semantic KNN search.
• Integrated vector search across GIPHY's core search product, achieving 50–200% CTR lift on long-tail queries.
• Built a semantic query clustering microservice that enabled a 5–10x increase in advertiser keyword inventory.
• Fine-tuned generative models for production use: AnimateDiff for video content, CLIP for recommendations, LLMs for search taxonomy.

ML Infrastructure Search & Discovery Scale Generative AI

Part of Atlanta Tech Village's selective advisor program, working with early-stage startups on AI, fundraising, product strategy, team building, and engineering.

• Migrated Alan Lomax's Global Jukebox, a vast ethnomusicology archive, off a local Java server and into a cloud-hosted Django API with a queryable database.
• Uploaded thousands of field recordings and audio files to cloud storage, making them publicly accessible for the first time at scale.
• The project launched to New York Times coverage in July 2017.

Django Cultural Preservation Cloud Migration

• Migrated Rhizome's sprawling PHP codebase to Django, modernizing the platform for one of the world's leading digital art organizations.
• Rebuilt the ArtBase, Rhizome's archive of born-digital artworks, into a custom museum management CMS.
• Collaborated with the Getty to develop a new ontology for describing and classifying digital artworks.

Django Digital Art Archival Systems