Projects

Nexus HR Agent architecture: chat UI to FastAPI, intent routing, RAG pipeline and ticket tool, Bedrock Converse API, MCP exposure and eval pipeline

Nexus HR Agent

An AI-powered internal operations assistant built with AWS Bedrock, RAG, and FastAPI. Ask questions about…

PR Deep Review Bot architecture: GitHub Action trigger, Haiku triage, parallel Sonnet specialists (cross-file breakage, security, architecture, test gaps, dependencies), Haiku synthesis, confidence-scored PR comments

PR Deep Review Bot

A multi-agent deep PR reviewer that catches cross-file breakage, security vulnerabilities, convention…

PR Review Bot architecture: GitHub PR into Express CLI, local Ollama models (deepseek-coder, qwen2.5-coder), ChromaDB context, priority scoring by severity tier, streaming review comments — all running locally

PR Review Bot

A fully local AI PR review bot powered by Ollama — reviews pull requests from any GitHub repository without…