| AI/ML Systems Engineer / Open-Source Contributor | LinkedIn · GitHub · LeetCode · Email |
Building systems that survive past the demo — autonomous agentic RAG architectures, deterministic multi-agent synthesizers, and high-throughput ranking pipelines.
▸ Cognify · Autonomous Agentic RAG architecture counteracting engagement-driven feeds via edge-injected DOM mutation interception, continuous vector embeddings, and real-time ontological goal-drift scoring.
▸ Notforgotten · Cognitive spaced-repetition engine pairing LangGraph cyclical agents with Ebbinghaus memory decay curves (SM-2) and custom HybridRetriever (α·semantic + (1-α)·urgency) over ChromaDB.
▸ BidForge · Enterprise proposal synthesis studio eliminating LLM table and metric hallucination via deterministic 3-phase assembly (Strategy Profiler, Red-Team evaluators, and parallel prose/JSON schema streaming).
├── Languages & Frameworks : Python · TypeScript · React · Next.js · FastAPI · Node.js/Express
├── AI & Information Retr. : Agentic Workflows (LangGraph) · RAG · Vector DBs (ChromaDB) · Semantic Search
├── Infrastructure & Stores : PostgreSQL · Prisma ORM · Docker · Linux · CNCF Ecosystem · Git CI/CD
└── Core Focus Areas : Autonomous Agents · Distributed Systems · Deterministic LLM Pipelines
