AI/LLM Architect with 20 years of engineering. I build production systems from scratch -AI pipelines, identity protocols, developer tools. Alone if needed, then with a team.

• YokeBrain (private) - AI-powered business model generator. 6-phase pipeline orchestrating ~450 LLM calls via bisociation theory (Koestler). Embeddings, multi-criteria reranking, ontology-driven generation, cognitive bias integration (175+ biases across 7 roles). NestJS, Vue 3, PostgreSQL, Kubernetes.
• melchizedek - MCP Server for Claude Code. Hybrid search engine combining BM25, vector similarity, and reranking over conversation history. 100% local, zero API keys. Published on npm.
• arXiv Scanner (private) - Pipeline ingesting ~5K arXiv papers, LLM-powered triage (Haiku for fast filtering, Sonnet for commercial scoring across 6 dimensions), identifies papers transformable into products. TypeScript, SQLite, Claude API.
• Kalamos (private) - Local-first LinkedIn editorial manager. MCP Server with 10 tools for Claude Code: hybrid search (BM25 + vectors + RRF + reranker), full lifecycle (draft → schedule → publish → analytics), OAuth2 publishing, anti-detection corpus scraping via Patchright. TypeScript, SQLite, sqlite-vec, ~9K LOC.
• LLM Agent Pipeline (private) - LinkedIn post generator using 9 parallel LLM agents. Each agent evaluates tension/angle pairs on content drafts via structured output (Zod schemas), automated congruence scoring, voice profile extraction. TypeScript, Claude API.
• CE Differentiator (private) - CNN image classifier distinguishing authentic EU CE marking from counterfeit Chinese export marking. 151K synthetic training images (Albumentations, Perlin noise). TensorFlow/Keras, OpenCV.
• lego-emcom - Emergent communication framework for 3D structure reconstruction. Two neural agents learn to communicate about colored LEGO structures through a discrete channel -- no pre-defined language, no supervision on messages. 3D CNN encoder/decoder, Gumbel-Softmax channel. PyTorch. Paper in preparation.
• ml-sonets - Self-generative sonnets using autoencoder (TensorFlow/Keras). Trained on 4,820 classical French poems.

• androidtv-remote - Reverse-engineered the Android TV remote control protocol (PairingSession + RemoteManager over TLS). Node.js library, 88 stars, used by 30+ downstream projects including Home Assistant. Write-up.
• homebridge-plugin-androidtv - Homebridge verified plugin. Bridges Android TV into Apple HomeKit.
• homebridge-browsercam - Turn any old phone into a HomeKit camera via browser. Write-up.
• NineBot-ES2 - Reverse-engineered the Ninebot ES2 scooter BLE protocol. Found a security flaw allowing remote unlock without authentication. Write-up (19K views).

• OpenSSL compiled to WebAssembly -70+ elliptic curves, 28 hash algorithms, full crypto in the browser
• ISO 18013-5 (mDL) and ICAO 9303 (MRTD) implementations from scratch in TypeScript
• France Identite government app reverse engineering (Frida, Ghidra)

AI/ML - LLM pipelines (Claude, structured output, Zod), MCP SDK, embeddings, reranking, RAG, TensorFlow/Keras, Transformers.js

Backend - Node.js, NestJS, Kafka, PostgreSQL, YugabyteDB, Redis, SQLite

Infrastructure - Kubernetes, Docker, Helm, CI/CD, Prometheus, Grafana

Security - OpenSSL, PKCS#7, ECDH, PACE/BAC, NFC protocols, BLE reverse engineering

Languages - TypeScript, JavaScript, Python, Swift, C

Frontend - Vue.js