Built an AI-driven service that transforms Git commits into quantified resume bullets, reducing self-reporting effort by 80%. Operates in the $100–500M developer résumé tools (TAM), validated on 500+ commits.
The Challenge
Engineers struggle to remember and quantify their impact when writing resumes. Their actual work is buried in thousands of Git commits.
The Solution
I built an Agentic workflow that connects to GitHub, analyzes commit history using LLMs, and automatically generates "Resume Ready" bullet points using the STAR method.
⚡ The Impact
Validated on 500+ commits and reducing the time to write a technical resume by 80%.
System Log End