Applied AI Engineer building with LLMs, retrieval, structured extraction, and coding agents.
Based in Raleigh, NC. Open to Applied AI Engineer, AI Backend Engineer, RAG Engineer, agent tooling, and full-stack AI roles.
Construction PDF search and cited-answer tool for long technical documents where exact evidence matters.
- Parses PDFs, chunks by page and section context, retrieves ranked evidence, expands nearby source context, and answers with page-level citations.
- Supports lexical, BM25, vector, hybrid, and routed retrieval modes with query planning for follow-ups, multi-part questions, page-anchor questions, and clarification cases.
- Includes evaluation and debugging tools for retrieval quality, citation verification, answer quality, query planning, conversation behavior, feedback conversion, latency, and UI run logs.
Public historical letter archive built to make scanned family letters searchable, readable, and publishable as the collection grows.
- Public site for browsing, search, collections, people, places, and letter pages.
- Admin system for upload, review, transcription, structured metadata extraction, entity resolution, usage tracking, notifications, and content tools.
- AI handles the slow parts, but human review gates keep control before content goes public.
Private local Node.js CLI that lets coding agents use ChatGPT for document review, multi-turn reasoning, file/PDF retrieval, image generation, and Deep Research jobs.
- Replaces browser-automation-heavy workflows with direct request/response paths.
- Stores local job artifacts, supports model fallback logic, manages Project instructions, and checks auth/session state.
- Built for workflows where implementation happens in a repo but useful context lives in ChatGPT.
- SonicGen: Python audio fingerprinting and dedup engine using spectral peak detection, constellation hashing, and alignment-offset matching.
- PianoTranscriber: PyTorch model that transcribes piano audio into MIDI from spectrogram inputs.
- Staffclaw: full-stack scheduling and operations dashboard built from a reverse-engineered workplace scheduling API.
- JobTracker: agent-native job search pipeline for role intake, company research, resume tailoring, cover letters, and interview prep.
- Retrieval-augmented generation and cited answers
- Long-document search and document intelligence
- Structured extraction and human review workflows
- Agent tooling and coding-agent workflows
- Python, TypeScript, React, Node.js, PostgreSQL, OpenAI API, GCP