AI engineer shipping production LLM systems : edge SLMs, multi-agent orchestration, and inference infrastructure.
| Project | Description |
|---|---|
| tribunal | Adversarial multi-agent fact-checker : a Prosecutor and Defender argue opposite sides of a claim over retrieved evidence, a deterministic verifier strikes any quote not found verbatim in the source, and a Judge rules. 96% quote grounding on a 32-claim eval. Ships as CLI, streaming web UI, and MCP server. Python LangGraph MCP |
| animatic | Spec-driven engine for AI-narrated motion-graphic reels : JSON spec → Gemini TTS → GSAP composition → MP4. Live demos at @ada.max24. Python GSAP |
| hierarchical-reasoner | Reproduction of the Hierarchical Reasoning Model (HRM) paper in PyTorch : ACT + Q-learning halting. Python PyTorch |
| RepoSignal | Due diligence for every GitHub repo. Know before you clone : local, reproducible scoring. JavaScript |
| Quest | On-device RAG for fast coding problem lookup. Python,FastAPI,DeepseekR1 |
PyTorch LangGraph DSPy MCP GGUF llama.cpp ONNX LiteLLM Langfuse Docker RAG Agents



