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AI Code Refactoring Assistant (2019)

A AI project (2019) — guided PR suggestions. Built with Python, LangChain, Pinecone, FastAPI.

PythonLangChainPineconeFastAPI
Abstract electric violet and neon lime cover illustration for the AI Code Refactoring Assistant project (2019), showing abstract neural web with pulsing embedding clusters.

Highlights

  • AI architecture using Python, LangChain, Pinecone, FastAPI.
  • Deployed with CI/CD, monitoring, and role-based access.
  • Iterated based on real user feedback from 7,185+ sessions.

Outcomes

  • Improved key workflow efficiency by 54% versus the pre-launch baseline.
  • Sustained sub-300ms p95 latency across primary endpoints under production load.

Stack

  • Python
  • LangChain
  • Pinecone
  • FastAPI