Selected work

Case studiesin autonomy.

Every system below runs in production today, answering calls, enforcing compliance, and orchestrating work for companies without an engineering org.

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HDF Group

Code Generation · Scientific Computing2026

HDF5 - AI Sustainability Pipeline

A verification-gated AI pipeline that generates and validates refactoring diffs for the HDF5 C library, 25 years of critical scientific computing infrastructure used across research institutions and government agencies. The system is designed to be subtractive: worst-case output is nothing. It cannot make the codebase worse, only improved or untouched.

↳ Ongoing engagement

PythonGitHub ActionsChromaDBCodeQLAddressSanitizerLizard
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Llama Naturals

Knowledge Platform · Consumer Health2025

Brand Brain

A grounded RAG platform where internal teams and partners query brand knowledge through chat that cites its sources, with 15 FDA/FTC compliance rules enforced on every output.

↳ 15 FDA/FTC rules enforced on every answer

Next.jsFastAPIpgvectorClaude
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WHAI Technologies

Multi-Agent Systems · Enterprise SaaS2026

Agent Orchestration Platform

A production Router → Planner → Executor → Verifier pipeline with a real-time monitoring dashboard, knowledge base, and retrieval testing, the company's agentic backbone.

↳ 4-stage pipeline, 0.94 avg quality score

FastAPIReactSQLiteRecharts
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Atlas Realty Group

Conversational AI · Real Estate2025

Voice Feedback Engine

An autonomous voice agent that calls buyers after every showing, holds a natural conversation, and logs structured feedback straight into the CRM, no agent follow-up required.

↳ 100% of showings followed up within 2 hours

TwilioDeepgramElevenLabsGPT-4
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Atlas Realty Group

Enterprise RAG · Real Estate2025

Compliance Router

An intelligent routing layer that classifies every property inquiry, detects Fair Housing risk in real time, and steers responses through compliant pathways automatically.

↳ Zero compliance incidents since launch

LangChainFastAPIPineconeVector DB

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