🚀 AI-Powered Activity Logger & Resume Generator

🏆 Highlights

• Core Innovation: AI-powered activity tracking with resume generation
• Key Achievement: Local LLM integration for privacy-focused processing
• Tech Stack: Full-stack implementation with Mistral 7B fine-tuning

✨ Implemented Features

• 📝 Smart Activity Logging

  • Code session tracking with automatic time-stamping
  • Project milestone documentation
  • Context capture for work artifacts (commits, tickets, PRs)

• 🤖 AI-Powered Document Engine

  • Resume Features
    • JD-based resume optimization
    • Skills gap analysis with improvement suggestions
    • LaTeX template integration (3+ templates)
  • Cover Letter Features
    • Position-specific letter generation
    • Tone customization (formal/creative/technical)
    • ATS keyword optimization

• 🔒 Local AI Processing

  • Mistral 7B fine-tuned for document generation
  • Ollama-based local inference
  • Privacy-focused data processing
  • Offline operation capability

🖼️ Visual Walkthrough

DEMO OF RESUMEHUB

(https://www.youtube.com/watch?v=pbwLXz0FAmQ)

1. Activity Tracking Interface

Key Features:

• Comprehensive activity timeline with color-coded categories
• Daily coding hour breakdown (right panel)
• Quick-add activity button (floating action button)

2. Real-time Dashboard

Visible Metrics:

• Weekly activity distribution chart
• Skill proficiency progress bars
• Project completion rate gauge

3. Resume Customization

Template Options:

• Modern, Professional, and Creative layouts
• Live preview thumbnails
• One-click template switching

4. Job-Specific Optimization

AI-Powered Features:

• Job description keyword extraction
• Skills matching percentage
• Suggested improvements (red/yellow/green indicators)

5. Interactive Editing

Editing Tools:

• Drag-and-drop section reordering
• Real-time content validation
• AI suggestions toggle (right panel)

6. Visual Resume Output

Design Elements:

• Profile image integration
• Skill proficiency meters
• Clean typography and spacing

7. Export Options

Available Formats:

• PDF (print-ready)
• LaTeX source files
• PNG image export

⚙️ Installation

# Clone repository
git clone https://github.com/your-repo/activity-logger.git
cd activity-logger

# Backend setup
pip install -r requirements.txt
flask run --port=5000

# Frontend setup
cd frontend
npm install
npm run dev

# Run AI Model (separate terminal)
ollama run mistral-7b-custom

🖥️ Usage Demo

1. Log Activities through web interface
2. Upload Job Description for analysis
3. Generate Tailored Resume with AI suggestions
4. Export PDF/LateX documents

🛠️ Tech Stack

Core AI

Frontend

Backend

📄 License

MIT Licensed - See LICENSE for details.

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🏆 Developed for BITS Hackathon 2025
💡 Try our live demo: demo.example.com | ⭐ Star us on GitHub!