---
title: Career Path Recommender
emoji: 🚀
colorFrom: green
colorTo: gray
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
short_description: ' Shows deep understanding of employee lifecycle'
---
# Career Path Recommender

This application analyzes resumes and recommends top 3 career paths with skill gap analysis.

## Features
- PDF resume processing
- Career recommendation using Sentence-BERT embeddings
- Skill gap visualization
- Interactive Gradio interface

## How It Works
1. Upload a PDF resume
2. The system extracts text and converts it to embedding
3. Compares with job role embeddings using cosine similarity
4. Shows top 3 matches with:
   - Matching skills
   - Skills to develop
   - Similarity score

## Technical Stack
- Python
- Sentence Transformers (all-MiniLM-L6-v2)
- Gradio for UI
- PDFPlumber for text extraction

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference