Pragati.ai is an AI-driven, multilingual, and inclusive learning platform built to empower underserved youth in India with job-ready skills, career guidance, and recruiter visibility — all in one place.
Developed by Team Champion for the Pragati_AI_for_Impact_Hackathon_2025
Pragati.ai bridges the gap between personalized learning and effective talent acquisition. It offers adaptive, multimodal learning experiences, real-world assessments, and seamless recruiter interaction — making it more than just a Learning Management System.
- 📚 AI-Personalized Learning Paths – Adaptive content based on user skills, pace, and career goals.
- 🌐 Multilingual Support – Content and interactions in multiple Indian languages.
- 🤖 AI-Powered Doubt Solver & Career Counselor – Voice and chat support with OCR-based question input.
- 📹 YouTube Video Summarization & Curation – Relevant learning content with AI-generated summaries and notes.
- 🧠 AI Quiz Generator – Smart quizzes customized to learner performance.
- 🎤 AI Interview Simulator – Practice interviews with feedback.
- 📡 Real-Time Job & Opportunity Finder – Discover jobs, internships, and events.
- 📶 Offline Learning Support – Access training without internet on smartphones.
- Frontend: Mobile-first web app with voice/image chat, OCR question handling, and multilingual UX.
- Backend: Microservices with AI modules for learning personalization, job recommendations, and analytics.
- Cloud & Scaling: AWS, Docker, VLLM for cloud-based deployment with offline fallback support.
- Recruiter Dashboard: Interface to discover candidates, feed skills demand, and view learner progress.
- 🤗 HuggingFace Transformers, LangGraph, HFsmolagents
- 📷 OpenCV, EasyOCR
- 🧮 PyTorch / TensorFlow
- ⚙️ Docker, Kubernetes, MLflow, VLLM
- IAM Handwriting Dataset
- EdNet
- VCTK Corpus
- YouTube Data API
- LinkedIn Job Data
All are publicly available or user-generated datasets.
- Modular microservices for independent scaling
- Offline mode with auto-sync
- Multilingual + OCR for low-literacy regions
- Auto-scaling cloud (AWS) to manage growing users
📺 Watch the demo: https://youtu.be/OHwE3QWmQP8
Pragati.ai/
├── frontend/ # React-based learner UI
├── backend/ # FastAPI/Flask-based AI services
├── recruiter-dashboard/ # Recruiter interaction layer
├── models/ # Pretrained/fine-tuned AI models
└── README.md