Enterprise Solution Architect · DS · ML · GenAI · LLMs · Systems
I design systems that scale and models that think.
Building the bridge between research and production—from training pipelines to APIs that serve them.
| ML & GenAI | Backend & APIs | Infra & Cloud |
|---|---|---|
| PyTorch · TensorFlow · LLMs · RAG · LangGraph · vLLM · NeMo | Python · FastAPI · Django | AWS · Azure · GCP · Kubernetes · Docker |
| LLM interfacing & training · inference at scale | Redis · Postgres · MySQL | Linux · Nginx · Git |
GenAI · scalability · production LLM systems
- Contributing to Hugging Face Transformers (open source)
- Building GenAI systems: RAG, LangGraph, vLLM, NeMo — interfacing, training, and scaling LLMs
- Designing ML systems and data pipelines for Azure & GCP
- Turning papers and prototypes into production-grade, scalable services
"Scale the system in your head before you scale it in the cloud." — Manav Shrivastava