🚀 How I Solved the HR Resume Bottleneck with AI
Recruiters waste endless hours manually scanning hundreds of unformatted resumes, often missing strong candidates due to fatigue.
To solve this, I built an AI Resume Screening Agent that automates the heavy lifting:
Semantic Matching: Uses sentence embeddings to understand the true context of skills rather than relying on rigid keyword matching.
Instant Leaderboard: Automatically parses multiple PDF resumes, computes match scores, and ranks candidates from best to worst.
Actionable AI Feedback: Instantly generates structured breakdowns of candidate strengths, missing skill gaps, and hiring recommendations using the Groq API.
Workflow Efficiency: Condenses hours of sorting into seconds with a one-click CSV report export.
🛠 Tech Stack: Python, FastAPI, Groq, SentenceTransformers, Pandas, HTML/CSS.
Check the comments for the live public link to test it yourself! What tools do you use to speed up hiring?
0 likes · 0 views · Aug 29, 2026
🚀 How I Solved the HR Resume Bottleneck with AI Recruiters waste endless hours manually scanning hundreds of unformatted resumes, often missing strong candi...
