ML engineer focused on production AI systems memory, retrieval, and agent infrastructure.
| Project | Description |
|---|---|
| hierarchical-reasoner | PyTorch reproduction of HRM — hierarchical multi-timescale reasoning in a single forward pass. Python |
| CardioX | End-to-end MLOps pipeline — AWS, MLFlow, Docker. Python |
| Quest | On-device RAG for fast coding problem lookup. Python |
| Synthax | JAX + SymPy exploration of ML optimization via Hessians and gradients. Python |
PyTorch JAX Python MLFlow Docker RAG Agents Memory Research