SkillSense is an AI-powered system that transforms how we discover, analyze, and validate human potential.
Using advanced NLP and semantic intelligence, it uncovers hidden skills from resumes, LinkedIn profiles, and GitHub repositories — revealing abilities that traditional CVs often miss.

In today’s data-heavy world, true talent can easily get overlooked.
SkillSense creates a dynamic, intelligent skill profile that highlights strengths, identifies gaps, and guides career development.

🎯 Not just what you write — but what your data reveals.

• 🔗 Multi-Source Skill Extraction — CVs, LinkedIn data, GitHub repos
• 🤖 AI-Powered NLP Engine — spaCy, Transformers, Sentence-BERT
• 📊 Dynamic Skill Profiles — evidence-backed & confidence-based
• 🧠 Skill Gap Analysis — discover what you’re missing
• 💼 Real-Time Job Matching — compare your skills with job descriptions
• 🔒 Privacy-First — all data stays local

• 🧬 Understands context beyond keywords
• 📈 Confidence scoring based on frequency & reliability
• 🌐 Compatible with ESCO & O*NET frameworks
• 🪄 Interactive dashboard for visualization
• 📤 Export skill profiles as JSON or PDF

• Python 3.8+
• pip

# 1️⃣ Clone the repository
git clone https://github.com/Sidra-009/SkillSense.git
cd SkillSense

# 2️⃣ Create a virtual environment
python -m venv skillsense_env
skillsense_env\Scripts\activate  # Windows

# 3️⃣ Install dependencies
pip install -r requirements.txt

# 4️⃣ Run the Flask app
python app.py

Open in browser: 👉 http://127.0.0.1:5000

🎯 Use Cases

🧑‍💼 Job Seekers – highlight hidden abilities

🧑‍💻 Developers – extract skills from GitHub repos

🧠 Recruiters – assess real capabilities

🎓 Students – discover learning gaps

🏆 Hackathon Context

Created for the Hack-Nation Global AI Hackathon 2025, SkillSense embodies the challenge theme: AI for Empowering Human Potential.

It blends NLP, automation, and real-time analytics to build a more inclusive, intelligent, and insightful skill-discovery experience.

👩‍💻 Contributor

Sidra Data Science Student

📊 Data-Driven Innovator 📧 sidrasaqlain11@gmail.com

📜 License

Licensed under the MIT License — free to use, modify, and distribute.

⭐ Acknowledgements

🙌 Hack-Nation Team for hosting the global hackathon

🤝 OpenAI, Hugging Face, spaCy for enabling state-of-the-art NLP

💡 Mentors & peers for guidance and inspiration

🌈 Spread the Word

If this project inspired you, ⭐ Give the repo a star it keeps the motivation alive!

“Every skill has a story. SkillSense tells it intelligently. ✨ — Built with 💖, and endless curiosity.