⚡ Architecting autonomous multi-agent systems, Hybrid RAG, HITL workflows, and real-time observability — end to end in Python and Next.js.
- 🔬 Synthesis – Autonomous multi-agent research: plan → research → synthesize → critique → finalize, with HITL gates, RAG, Reflexion, and live SSE agent graphs (repo).
- 🛡️ AEGIS – Multi-agent operations cortex: LangGraph supervisor + specialist agents, Hybrid RAG, HITL, streaming SSE, FastAPI (repo).
- 🧠 AAROP – Explicit Perceive → Plan → Act → Observe → Reflect → Adapt loop with self-verification, bounded autonomy, and replayable traces (repo).
- ⚖️ RegTrace – HITL Web3 compliance copilot mapping packs onto MiCA/VARA with retrieval-bounded findings and article citations (repo).
- 🏥 Cadence – Deep-memory healthcare agent lab: multi-layer patient memory, journey stages, consent-scoped clinician briefs (repo).
- 🔎 Veritas – LangGraph research agent with SSE streaming, Gemini + Tavily when keyed, grounded demo mode otherwise (repo).
| Category | Tooling, Frameworks & Architecture |
|---|---|
| AI Systems & Agents | Python, LangGraph, LangChain, FastAPI, multi-agent supervisors, explicit state machines, Hybrid RAG / pgvector, HITL gates, SSE telemetry, eval & critique loops, Ollama / local LLMs |
| Full-stack product surface | TypeScript, Next.js, React, Tailwind, Drizzle / Prisma, Postgres, Supabase, Docker, Vercel |
| Backend & observability | SSE streaming, WebSockets, REST, replayable traces, schema validation, demo/live provider toggles |
| Also in the toolbox | Node.js, Bun, Stripe, Solidity / Foundry (Base) when the product needs Web3 |
| Principle | Core Architecture & Realization |
|---|---|
| Bounded autonomy | Explicit state graphs over fragile prompt chaining; schema validation, cost-aware routing, and HITL on irreversible actions. |
| Retrieval-bounded truth | Hybrid RAG with citations and hallucination flags — agents argue from sources, not vibes. |
| Observability first | Live agent graphs, SSE/WebSocket telemetry, and replayable traces so every decision is inspectable. |
| Ship the full stack | Same systems run as FastAPI/Next demos and as durable Python cores with tests — portfolio that behaves like product. |
