I build production-oriented AI systems focused on reliability, evaluation, agent orchestration, and developer tooling.
My interests include:
- Agentic AI Systems
- Model Context Protocol (MCP)
- LLM Evaluation & Observability
- Retrieval-Augmented Generation (RAG)
- AI Infrastructure & Deployment
- Developer Productivity Tools
AI-powered open-source contribution assistant that analyzes GitHub repositories, understands issues, performs semantic code search, generates implementation plans, drafts pull requests, and creates test suites.
Stack: FastAPI, Next.js, ChromaDB, OpenRouter, Sentence Transformers, Railway, Vercel, GitHub API
Live Demo: https://open-source-pilot.vercel.app/
MCP-powered research assistant that combines retrieval, planning, tool execution, and report generation through standardized agent workflows.
Focus Areas:
- Model Context Protocol (MCP)
- Multi-agent orchestration
- Research automation
- Tool integrations
- Context-aware workflows
LLM evaluation and observability platform for benchmarking models across reasoning quality, correctness, latency, cost, and reliability.
Features:
- Automated evaluation pipelines
- Hallucination detection
- Structured experiment tracking
- Performance monitoring
Evaluation framework for comparing, scoring, and improving LLM outputs through automated judging and feedback-driven refinement.
Focus Areas:
- LLM benchmarking
- Response scoring
- Output comparison
- Reliability assessment
Agent workflow framework supporting planning, retrieval, tool usage, execution, and self-correction.
Focus Areas:
- Agent orchestration
- Multi-step reasoning
- Tool calling
- Autonomous workflows
- Building reliable AI systems instead of one-off demos
- Designing evaluation pipelines for model benchmarking
- Developing agent workflows and orchestration frameworks
- Creating scalable retrieval and semantic search systems
- Improving AI reliability, observability, and cost efficiency
Python • SQL • JavaScript • TypeScript
PyTorch • Transformers • OpenAI APIs • Anthropic APIs • RAG • Embeddings • MCP
FastAPI • Docker • Railway • Vercel • GitHub Actions • CI/CD
PostgreSQL • ChromaDB • Vector Databases
- Agentic AI Applications
- MCP Ecosystem Development
- LLM Evaluation Systems
- AI Reliability Engineering
- Open-Source AI Tooling
