I'm a Senior AI Engineer and AWS Certified Solutions Architect building production LLM applications — retrieval-augmented generation, multi-agent orchestration, and fine-tuned models — end to end, from the model layer to the shipped product.
- 🤖 Currently building agentic RAG systems — LangChain / LlamaIndex agents grounded in graph + vector retrieval (Neo4j, ChromaDB)
- 🧠 Fine-tuning open + closed models (QLoRA on Ollama, OpenAI GPT fine-tuning) for domain-specific compliance and analysis tasks
- 🏗️ Designing full-stack AI products — FastAPI/Python backends, React/TypeScript frontends, deployed on AWS
- 🔭 2026 goals: deeper multi-agent orchestration, shipping Hermes Agent
- ⚡ Fun fact: I love watching YouTube and playing guitar between training runs
| Project | What it does |
|---|---|
| MAG7 SEC Filings Analyzer | Agentic RAG over SEC filings for the Magnificent 7 — FastAPI backend, multi-agent analysis |
| Agentic AI Travel Advisor | Multi-agent travel planning system deployed on AWS |
| Policy Guardian | RAG-powered LLM app for policy compliance Q&A |
| RAG Multi-Agent React App | Multi-agent RAG pipeline surfaced through a React front end |
| GPT Compliance Fine-Tuning | Fine-tuned OpenAI GPT model for compliance-domain analysis |
| Ollama QLoRA Fine-Tuning | Local fine-tuning of open-weight models with QLoRA |
