My Projects

Production-ready applications showcasing full-stack development, AI/ML integration, and real-world problem-solving capabilities.

AgroPro – AI-Driven Agricultural Intelligence Platform
2025

AgroPro – AI-Driven Agricultural Intelligence Platform

Multi-model ML pipeline reducing crop losses by 30-40% for Karnataka farmers

Production-ready agricultural decision support system integrating five specialized machine learning models, real-time data ingestion, and NLP-based conversational interface. Addresses critical challenges in crop planning, disease prevention, and market price volatility through multilingual, accessibility-first design targeting 6M+ farmers in Karnataka with scalability to 140M+ nationally.

Key Technologies:

XGBoost 2.1.2PyTorch 2.5.1scikit-learn 1.5.2Random ForestResNet9 CNNFlask 3.1.0

Key Outcomes:

  • ✓Developed and deployed 5 specialized ML models achieving 93-97% accuracy across crop recommendation, disease detection, yield prediction, and price forecasting use cases
  • ✓Reduced crop losses by 30-40% and fertilizer usage by 10-20% through predictive intelligence and proactive disease alerts
  • ✓Generated ₹30,000–₹65,000 in savings per farmer per season through optimized crop selection, resource management, and market timing
View full case study
AI-Based Drone Surveillance System
2025

AI-Based Drone Surveillance System

Real-time computer vision platform with YOLOv8 detection and DeepSORT tracking

Production-grade surveillance system combining YOLOv8 object detection (50+ mAP50-95), DeepSORT multi-object tracking (95%+ ID persistence), and full-stack analytics platform. Features real-time video processing at 30+ FPS, polygonal geofencing, severity-based alerting, and comprehensive audit logging. Built with Flask REST API (20+ endpoints), React 18 frontend, and JWT role-based access control. Deployed for critical infrastructure monitoring, border security, and event management.

Key Technologies:

YOLOv8DeepSORTOpenCVPyTorchNumPyFlask

Key Outcomes:

  • ✓Achieved 50+ mAP50-95 object detection accuracy with custom-trained YOLOv8 model and 95%+ multi-object tracking ID persistence using DeepSORT algorithm
  • ✓Delivered real-time video processing at 30+ FPS with GPU acceleration and optimized CPU fallback mode through adaptive frame skipping and resolution scaling
  • ✓Implemented production-grade REST API with 20+ endpoints, JWT authentication, role-based access control, and comprehensive audit logging for enterprise security operations
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Sanjeevani – Comprehensive Healthcare Platform
2025

Sanjeevani – Comprehensive Healthcare Platform

Full-stack healthcare system with real-time emergency response and EHR management

Production-grade healthcare coordination platform connecting patients, hospitals, and emergency services through secure medical data exchange, real-time GPS ambulance tracking, and voice-navigated interface. Integrates Flask and FastAPI backends with React SPA frontend featuring Three.js 3D visualizations, Chart.js analytics, and Twilio SMS integration. Implements dual authentication flows for patient and hospital roles, electronic health records (EHR) management, and one-click emergency dispatch with live tracking.

Key Technologies:

React.jsReact RouterReact Three FiberFramer MotionWeb Speech APIFlask

Key Outcomes:

  • ✓Reduced emergency ambulance response time by enabling one-click dispatch with real-time GPS tracking and automated SMS alerts to designated contacts
  • ✓Centralized electronic health records (EHR) across multiple healthcare facilities with secure access controls, version history, and instant retrieval during emergencies
  • ✓Improved healthcare accessibility through voice navigation (Web Speech API) and mobile-first responsive design optimized for low-bandwidth rural connectivity
View full case study

More projects coming soon! I'm constantly working on new ideas and solutions.