Blog Posts

I write about AI, Machine Learning, and my journey in tech. Check out my articles on Medium!

CodeGraph: A Living X-Ray of Your Codebase — Interactive Dependency Graph Visualization

Published: March 2026

Built CodeGraph, a full-stack tool that parses codebases with tree-sitter and visualizes interactive dependency graphs using React Flow, helping developers understand complex code relationships at a glance.

Python React Tree-sitter FastAPI React Flow

PR Orchestrator MCP: Turning GitHub Issues into Review-Ready PRs Safely

Published: January 2026

A tools-only MCP server that enables LLM orchestrators to safely automate GitHub pull request creation workflows with isolated sandbox execution, approval gates, and comprehensive safety constraints.

Python MCP SDK E2B SDK FastMCP GitHub API

FinGraphRAG: Portfolio Risk & Market Analysis

Published: January 2026

Built a GraphRAG system for portfolio risk and market analysis, leveraging graph-based retrieval to analyze financial data and provide insights.

GraphRAG RAG Finance Python

Multi-Agent arXiv Self-Correcting & Adaptive RAG Pipeline

Published: January 2026

Built a multi-agent arXiv self-correcting and adaptive RAG pipeline that intelligently retrieves, processes, and synthesizes research papers.

RAG Multi-Agent LangGraph Python

Multi-Agent Customer Support Triage System

Published: January 2026

Built a multi-agent system for customer support triage using CrewAI framework and monitored it with LangSmith for observability and debugging.

CrewAI LangSmith Multi-Agent Python