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Smart Secure Examination System - Streamlit based secure online exam platform with examiner dashboard, student exam flow, multilingual support, analytics, results, violation tracking, and anti-malpractice detection.

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.

Offline-first lecture transcription and structured study data extraction CLI/PWA.

Shabdham AI is a Telugu-first Indian Sign Language learning and communication platform with voice-based sign translation and interactive learning modules.

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.

GroundWork is a personal productivity and self-improvement dashboard that helps developers track their daily habits, decisions, and growth. It combines a daily log, habit tracker, decision journal, Git activity monitor (GitPulse), and weekly digest into a single unified interface — giving you a structured way to reflect, plan, and stay consistent over time.

Dream2Play AI is an AI-powered platform that transforms natural language prompts into playable games, stories, characters, missions, and worlds with support for cloud AI, local AI inference ( Ollama ), and BYOK.

Offline-first meeting intelligence powered by local AI.

SafeRoute Guardian AI is a Python Streamlit web application that helps users plan safer travel routes and stay connected with trusted guardians. It combines route planning, safety scoring, location-based risk awareness, AI-assisted guidance, and notification workflows into a single interactive dashboard.

The app runs from streamlit_app.py and uses helper logic in app/streamlit_helpers.py, with SQLAlchemy models and service modules handling database access, route safety, AI responses, notifications, and guardian features. For local development, it is configured to use SQLite through a root .env file, making it easy to run as a demo or hackathon project.

In short: SafeRoute Guardian AI is a safety-focused navigation and guardian support tool designed to make travel decisions more informed, proactive, and secure.

MissingMedicines AI 🏥💊 MissingMedicines AI is an AI-powered healthcare intelligence platform designed to improve medicine accessibility in government hospitals. The system helps citizens instantly check medicine availability, report shortages, and locate nearby hospitals with required medicines in real-time. The platform combines Artificial Intelligence, OCR technology, live analytics, and interactive healthcare maps to create a transparent and data-driven public healthcare support system. Key Features 📷 OCR-based prescription scanning 🔍 Real-time medicine availability search 🏥 Government hospital medicine tracking 📝 Medicine shortage reporting system 🤖 AI-powered shortage analysis and insights 🌍 Interactive hospital maps with heatmaps 📊 Government healthcare spending analytics 📈 Medicine reach and efficiency scoring 💡 Dynamic dashboards and live stock monitoring Technologies Used Python Streamlit SQLite FastAPI Folium Maps OCR (Tesseract + OpenCV) Pandas Groq AI ReportLab Impact This project aims to reduce unnecessary travel, improve transparency in public healthcare systems, support government healthcare planning, and ensure citizens receive timely access to essential medicines.

Lifeline AI is an AI-powered emergency response platform providing real-time emergency intelligence, ambulance coordination, hospital connectivity, SOS management, and disaster response monitoring.

The Offline AI Document Assistant is an intelligent desktop application that enables users to upload PDF documents, scanned files, or images and interact with them through natural language—all without requiring an internet connection. The application extracts text from digital PDFs using PDF parsing and from scanned documents using Optical Character Recognition (OCR). A locally running Large Language Model (LLM) processes the extracted content and answers user queries, summarizes documents, and provides relevant insights while ensuring complete data privacy.

AI-powered civic issue reporting and resolution platform.

Image Text Extractor — Offline OCR text extraction from images using Tesseract, local Llama post-processing, and SQLite history. 100% local, no cloud APIs.

Smart city intelligence and tourism platform for Hyderabad built with Streamlit, FastAPI, and AI-powered civic services.

Memento AI – A CPU-first, offline AI assistant that transforms documents, images, audio, video, and text into structured knowledge using local LLMs, SQLite, and Retrieval-Augmented Generation (RAG), with

offline-first, AI-powered FIR draft assistant. Uses local LLMs (Ollama) and on-device OCR to ecurely extract structured data from sensitive complaint documents without the cloud.

🎤 SpeakWise AI is an AI-powered public speaking coach built with Streamlit. It analyzes speech recordings, detects filler words, evaluates speaking pace, generates confidence scores, and provides personalized feedback using Local AI (Ollama) or BYOK support for OpenAI/Gemini.