Students accumulate resumes, certificates, internship letters, project reports, GitHub repositories, and portfolios throughout their academic journey. These documents remain scattered across folders, cloud drives, and devices, making retrieval difficult.
Our solution creates an AI-powered Digital Identity System that intelligently organizes, categorizes, connects, and retrieves student information using NLP, embeddings, semantic search, and Retrieval-Augmented Generation (RAG).
- Resume
- Certificates
- Internship Letters
- Project Reports
- Portfolio Links
- GitHub Repository
Automatically classifies documents into:
- Skills
- Projects
- Certificates
- Academics
- Achievements
- Internships
Connects information such as:
Certificate → Skill
Skill → Project
Project → Internship
Internship → Career Path
Example
2023 → Python Certification
2024 → Data Science Club Lead
2025 → AI Internship
2026 → MemoryVerse Project
Natural language queries like
- Show all AI certificates
- Show latest resume
- Show internship documents
- Show ML projects
Upload File
↓
Text Extraction (OCR/PDF Parser)
↓
Gemini LLM
↓
Embeddings
↓
Vector Database
↓
Semantic Search
↓
Relationship Mapping
↓
Timeline Generation
↓
Answer Generation (RAG)
Frontend
- React.js
Backend
- FastAPI
AI
- Google Gemini API
Embeddings
- Sentence Transformers
Vector Database
- ChromaDB
Storage
- Firebase / Local Storage
- OCR for scanned certificates
- Voice Search
- Multi-language Support
- Career Recommendation Engine
- Job Matching
- Resume Score
frontend/
backend/
models/
database/
docs/
README.md
Team Name
MemoryVerse AI