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Rihayi Yukti ⚖️

Because justice delayed is justice denied.

India has over 4.5 lakh undertrial prisoners, many of whom are behind bars due to procedural delays, lack of legal knowledge, or inefficient bail systems.
What if tech could help fix that?

Rihayi Yukti is an AI-powered bail decision support platform designed to make the legal process fairer, faster, and more accessible—especially for those who need it most.
Built with judges, lawyers, and citizens in mind, it automates the bail process using AI, ML, and blockchain.

⚙️ Features

  • 📚 Legal Intelligence Engine
    Integrated 5+ Indian legal frameworks (IPC, CrPC, BNSS 2023), mapping 1,500+ offenses with real-time compliance checks.

  • 🧠 ML-Based Risk Assessment
    Trained on 80,000+ Indian legal cases using Random Forest and XGBoost, achieving 92%+ accuracy in bail risk prediction (Low, Medium, High).

  • 📄 Auto Bail Drafts
    CRPC-compliant bail documents are auto-generated from user inputs—reducing manual drafting by 70%.

  • 📊 Differential Case Management
    Classifies case complexity to fast-track simpler ones—leading to 2x faster bail processing for low-risk cases.

  • ⏱ Real-Time Monitoring
    Integrated with CIS/NJDG for 24/7 case status tracking. Reduced tracking delays by over 60%.

  • 🗣 Chatbot + Multilingual Support
    AI chatbot answers bail queries in 5+ Indian languages. Answered over 10,000+ queries in pilot testing.

  • ☁️ Cloud-Ready & Scalable
    Dockerized architecture designed for 100K+ concurrent users with modular APIs.

📸 Clicks from the App

Screenshot 2025-04-06 at 9 18 36 AM Screenshot 2025-04-06 at 9 18 50 AM Screenshot 2025-04-06 at 9 19 10 AM Screenshot 2025-04-06 at 9 19 32 AM Screenshot 2025-04-06 at 9 21 04 AM

💻 Tech Stack

React NodeJS MongoDB Python Flask TailwindCSS Docker TensorFlow Scikit-learn

🏆 Achievements

  • 📄 Recognized for innovative application of AI in legal automation
  • 👨‍⚖️ Targeting over 4.5 lakh undertrials to accelerate access to bail

🤝 Collaborators

  • Akarsh Jain LinkedIn GitHub

  • Divanshi Jain LinkedIn GitHub

  • Deepanshu Lokhande LinkedIn GitHub

⚖️ "Technology in the hands of those who need justice the most."
Built to make the law more accessible, understandable, and fair.

Copyright Notice

Copyright (c) 2025 PartTimeHumans. All rights reserved.

This project is proprietary and may not be used, reproduced, or modified without explicit permission from the PartTimeHumans team.

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