SKILLGPS – AI-Powered Career & Interview Platform

🚀 SKILLGPS – AI-Powered Interview Coach

💡 Inspiration

Most people don’t fail interviews because they lack knowledge —
they fail because they don’t know what they’re weak at.

Existing platforms provide generic questions and surface-level feedback, but none focus on targeted improvement.

We built SKILLGPS to solve this:

An AI system that identifies your weak skills and trains you like a real interviewer.

🧠 What it does

SKILLGPS is a personalized AI interview coach that:

• 🔍 Detects skill gaps from user profiles
  
• 🎯 Generates questions only from weak areas
  
• 🎤 Conducts live AI mock interviews (voice + text)
  
• ⚡ Adapts difficulty in real-time based on answers
  
• 📊 Provides strict, realistic evaluation (Correct / Partial / Incorrect)
  
• 📈 Tracks skill-wise improvement over time
  

👉 The result: Users don’t just practice — they improve faster and smarter.

🛠️ How we built it

• Backend: FastAPI (Python)

  • Adaptive interview engine
    
  • Skill-based question generation
    
  • Real-time evaluation + feedback system
    

• Frontend: HTML, CSS, JavaScript

  • Modern dark UI with glassmorphism
    
  • Voice interaction using Web Speech API (STT + TTS)
    
  • Live interview experience with animations and feedback
    

• Core Innovation:

  • Skill-gap driven questioning
    
  • Adaptive interview flow
    
  • Honest evaluation (no fake praise)
    

⚙️ Challenges

• Building a realistic evaluation system (avoiding fake positivity)
  
• Designing adaptive interview logic based on answer quality
  
• Handling smooth voice interaction (STT + TTS)
  
• Creating a UI that feels like a real product, not a prototype
  

📚 What we learned

• How to design adaptive AI systems, not static tools
  
• Importance of accuracy over politeness in feedback
  
• Building real-time AI experiences with voice
  
• Thinking like a product builder, not just a developer
  

🏁 Final Impact

SKILLGPS transforms interview preparation from: ❌ Random practice
➡️
✅ Targeted, AI-driven improvement

It doesn’t just ask questions —
it trains you to get better.

Built With

• css3
• fastapi
• html5
• javascript
• python
• rest-apis
• uvicorn
• web-speech-api