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fastapi

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

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.

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 Resume Parser is an offline-first, CPU-optimized AI application that converts unstructured PDF resumes into structured, machine-readable candidate profiles entirely on the user's device. The platform performs document extraction, AI-powered information extraction, validation, and local storage without relying on cloud services or internet connectivity.

Built with React, Vite, FastAPI, SQLite, PyMuPDF, Pydantic, and a locally hosted Small Language Model (SLM) via llama.cpp, the application provides a secure, privacy-preserving solution for recruiters and organizations handling sensitive hiring data. Its modern, responsive interface enables users to upload resumes, view extracted candidate information, browse resume history, and export structured JSON, all while running efficiently on standard CPU hardware.

SafeRoute AI is a machine-learning-powered road safety platform that predicts accident blackspots, analyzes route risk, and recommends safer travel routes using FastAPI, Next.js, SQLite, and XGBoost.

ResearchLens is a research support and academic consulting project that helps students, researchers, M.Tech scholars, and PhD candidates throughout their research journey. The platform provides guidance on thesis writing, research paper preparation, journal publication (including Scopus and SCI-indexed journals), literature reviews, synopsis development, and academic documentation. Its goal is to simplify the research process and help scholars produce high-quality, publication-ready work.

PulseLink is a blood donor matching platform that connects patients with nearby compatible donors during emergencies. Built using React, FastAPI, and MySQL.

JalRakshak – Smart Water Leak Reporting System

JalRakshak is an AI-powered civic technology platform designed to help citizens report water leaks, pipeline damages, and water wastage incidents in real time. The system enables users to submit reports with location details, images, and descriptions, while helping authorities efficiently monitor, prioritize, and resolve water-related issues.

The platform incorporates intelligent features such as duplicate report detection, location-based issue mapping, automated prioritization, and analytics dashboards to improve response efficiency and reduce water loss. By creating a direct communication channel between citizens and municipal authorities, JalRakshak promotes community participation in water conservation and urban infrastructure management.

Key Features:

Real-time water leak and wastage reporting GPS-based location tracking and mapping Image upload and issue documentation Duplicate report detection and merging Priority-based issue management Administrative dashboard for monitoring and resolution Analytics and reporting for decision-making Secure, scalable, and open-source architecture

JalRakshak aims to support sustainable water management, enhance civic engagement, and assist local governments in addressing water infrastructure problems quickly and effectively.

Multilingual civic complaint reporting platform for Hyderabad residents and municipal operations teams.