Project Archive & Case Studies
A comprehensive record of earlier products, experimental systems, and application platforms built over the past several years.
System Case Studies
Referral Growth Engine
An autonomous AI go-to-market platform engineered for Emora Health. Designed to operate continuously without human intervention, the system aggregates public healthcare datasets, performs entity resolution on medical practices, and maps geo-spatial referral networks.
Key capabilities include continuous physician discovery, behavioral profiling, business development intelligence, and automated outreach generation. By abstracting sales research into an orchestration pipeline, it provides a highly reliable growth infrastructure for healthcare organizations.
Referral Insight
A high-precision data enrichment pipeline built at Emora Health. It accepts a single physician name and orchestrates multi-agent retrieval across the NPI Registry, NPPES, provider affiliations, and published academic literature.
The architecture manages complex entity resolution across disparate, unstructured public records, structuring the output into an actionable intelligence profile for business development teams.
Past Applications & Platforms
SuperDocs
An intelligent developer platform designed to integrate living technical documentation directly with large language model retrieval pipelines. Utilized by over 500 developers to maintain clean, synchronized codebase awareness.
VMTP (Visual Media Transcription Protocol)
A specialized multimodal transcription protocol developed in collaboration with the Stanford Department of Biodesign for implementation in Spezi. It establishes a robust framework for parsing and structuring complex clinical visual media into standardized biomedical evaluations.
Sttabot
An autonomous AI application builder platform that enabled non-technical creators to design, deploy, and monetize custom AI workflows. Scaled to over 20,000 active users and demonstrated substantial recurring revenue before my transition toward core AI infrastructure.
21st Fund
An autonomous discovery engine for non-dilutive funding and research grants. By matching startup characteristics against complex grant requirements, the platform assisted more than 300 founders in securing over $10M in total funding.
Hypercrawl
A high-performance web crawling and data ingestion engine tailored specifically for LLM retrieval and agentic web intelligence. Trusted by over 1,000 developers to crawl and parse more than 1 million web pages.
Better Prompts
An advanced prompt engineering studio and validation environment where more than 5,000 users authored and evaluated over 2 million prompts.
HCG AI
An algorithmic tracking system providing state-of-the-art predictive evaluation of HCG hormone levels during early pregnancy.
Track IVF
A comprehensive tracking and evaluation platform designed to assist patients and clinicians in monitoring IVF cycle progression and statistical outcomes.