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The AI-Driven Crop Disease Prediction and Management System is an intelligent agricultural platform designed to help farmers detect, analyze, and manage crop diseases at an early stage using artificial intelligence and computer vision.

The system allows users to upload images of crops or capture them in real time through a camera. Using advanced deep learning and image processing techniques, the model identifies diseases affecting leaves, stems, or fruits and provides accurate predictions along with confidence scores.

Beyond detection, the system goes further by offering actionable agricultural insights, including treatment recommendations, preventive measures, pesticide suggestions, and crop care guidance. This transforms the application from a simple detection tool into a complete decision-support system for farmers.

The platform can also integrate weather data, soil conditions, and historical crop patterns to improve prediction accuracy and provide context-aware suggestions. A user-friendly dashboard ensures that farmers and agricultural experts can easily interpret results without technical complexity.

Key Features: 🌿 Real-time crop disease detection using image input 🧠 AI-based classification of plant diseases 📊 Confidence score and severity analysis 💊 Treatment and prevention recommendations 🌦️ Optional integration with weather and soil data 📱 Simple and accessible web/mobile interface 📈 Analytics dashboard for crop health monitoring Objective:

To empower farmers with early disease detection and smart recommendations, reducing crop loss, increasing yield, and enabling data-driven agriculture.

The Tax Transparency Tracker is an AI-powered web app that helps Indian citizens see exactly how their income tax is being spent by the government. Users can simply enter their income to get a personalized breakdown of their contributions across key sectors and track local government-funded projects on an interactive map. It features a Gemini-powered, multilingual chatbot that answers complex budget questions in plain English, Hindi, or Telugu. Additionally, the platform uses machine learning to actively monitor public data and automatically flag suspicious activities like overspending or stalled projects. Ultimately, it turns dense, 500-page budget documents into clear, accessible insights to promote civic accountability.

Offline-first, CPU-first AI reader companion that narrates and analyzes stories locally using Ollama and structured feedback JSON.

SoundScape is an intelligent music discovery and streaming application that helps users explore songs based on mood, genre, and personalized recommendations through an immersive user experience.

AI Travel Planner is a Streamlit-based web application powered by Google Gemini AI that helps users plan trips effortlessly. By entering a destination, budget, trip duration, and interests, users receive a personalized itinerary, budget breakdown, interactive maps, and AI-powered travel recommendations, making travel planning faster and more convenient.

AI-powered legal document analyzer for India. Upload any contract or agreement — LegalLens finds hidden clauses, checks against 73 Indian laws, and explains everything in plain language.

A Flask budget trip planner for affordable destination, hotel, transport, and itinerary recommendations.

An offline-first, CPU-optimized suite of classroom helper tools for teachers and students in low-connectivity areas. Powered by local OCR (PaddleOCR) and local Small Language Models (Qwen 2.5 via Ollama) to automate grading and flashcard generation entirely on a standard laptop

OriginAI transforms research papers into startup opportunities, investor reports and pitch decks using AI.

CivicEye AI is a civic issue reporting and citizen engagement platform that helps users report public problems through AI-assisted workflows, location tracking, and community-driven issue monitoring.

Smart Road Maintenance & Monitoring System is a web-based platform that enables citizens to report road damages by uploading images and automatically capturing GPS locations. The system stores and tracks complaints, helping authorities identify, monitor, and resolve road issues efficiently. It aims to improve road safety, maintenance response time, and citizen engagement through technology.

An AI-driven civic tech ecosystem that replaces high-cost consulting with automated business intelligence. The platform features four core pillars:

Incentive Discovery: A profile-matching engine for business schemes. Loss Calculator: Converts eligibility into concrete numbers (e.g., "You are losing ₹12.5L over 3 years") to drive immediate action. AI Rejection Explainer: Allows users to upload a rejection letter/screenshot, translating bureaucratic jargon into a plain-English "Fix Checklist." MSME Exclusion Detector: A policymaker dashboard that tracks registration vs. application rates, highlighting high-exclusion zones on a visual map for targeted governance.

WardroAI is an AI-powered wardrobe assistant that analyzes clothing items from images, categorizes them, stores them in a local catalog, and recommends outfit combinations—all while running completely offline for privacy and speed.

FormForge AI is a smart form processing application that uses OCR and artificial intelligence to extract data from printed and handwritten forms and convert it into structured digital records for easier storage, search, and export.

Offline-first tribal health app

Smart Cab Finder is an AI-powered ride comparison platform that helps users compare fares, estimated arrival times, and ride options across multiple cab providers. The application includes an intelligent AI assistant for ride recommendations, supports Bring Your Own Key (BYOK) integrations, and is designed to support local AI inference through Ollama. To improve accessibility, the platform provides multilingual support in English, Hindi, and Telugu. Built using Python and Flask, the project follows secure development practices with automated testing, CI/CD pipelines, security scanning, and compliance-driven documentation.

Offline Medical Prescription Analyzer – Privacy-first offline OCR system using Tesseract for prescription extraction, validation, and CI/CD compliance automation.

Voice-based AI salary negotiation simulator. Practice high-stakes negotiations against a stateful Gemini AI opponent with hidden BATNA, trust, tension and patience. Built with FastAPI + React + Vite.

Project Overview: The CPU-First EMS is a highly resilient web platform designed specifically for distributed teams and field workers operating in environments with unreliable internet access.

Key Technical Achievements:

Offline-First Reliability: Implemented robust client-side storage to queue submissions and track attendance locally, ensuring zero data loss during outages and enabling automatic synchronization when reconnected.

Architectural Overhaul: Successfully migrated the application from a local Streamlit script to a scalable, production-ready REST API using Flask and Gunicorn with multi-threaded workers.

Modern User Experience: Built a responsive, dynamic frontend using Vanilla JavaScript and the Fetch API, styled with a modern glassmorphism aesthetic.

Production-Ready Deployment: Engineered a secure, multi-stage, non-root Docker build to streamline deployment and ensure consistent environments across local and production servers.

Chalo Miya! is an AI-powered Hyderabad travel companion that helps users discover places, build personalized itineraries, and explore the city's rich culture with intelligent recommendations.