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Bank Customer Churn Analysis is a data analytics and machine learning project designed to identify customers who are likely to leave a bank's services. Customer churn is a major challenge for banks, as retaining existing customers is more cost-effective than acquiring new ones. This project analyzes customer demographics, account details, transaction behavior, and banking activity to uncover patterns that contribute to customer attrition. https://bankcustomerchurnanalysis-e2kmshlcvxgulzptfh5h2v.streamlit.app/

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.

TalentLens AI is an offline AI-powered resume intelligence system that parses resumes, extracts key skills, and evaluates candidates using an ATS-style scoring engine. It works without internet dependency and helps users understand their resume strength by providing structured analysis, skill insights, and improvement feedback. The system is built for fast, local processing and is designed to assist both job seekers and recruiters in making smarter hiring decisions.

🚑 MedicAssist – Tactical Field Medic Assistant

MedicAssist is an offline, CPU-first Progressive Web App (PWA) that transforms unstructured medical audio or text into structured FHIR R4 JSON. Designed for first responders, disaster relief teams, and combat medics, it enables fast and standardized patient documentation without internet connectivity.

Using Whisper.cpp for offline speech-to-text and Phi-3 Mini with llama.cpp for clinical information extraction, MedicAssist generates valid FHIR R4 Bundles containing patient details, injuries, treatments, observations, and triage information. All processing runs locally on the CPU, ensuring privacy, reliability, and uninterrupted operation in remote or emergency environments.

Key Features 🎤 Offline speech-to-text with Whisper.cpp 🤖 CPU-only AI extraction using Phi-3 Mini 📋 Converts unstructured input into FHIR R4 JSON 🌐 Progressive Web App with full offline support 💾 Local storage using IndexedDB 📤 Export FHIR JSON for later synchronization 🔒 Privacy-first with no cloud or internet dependency

MedicAssist demonstrates how offline AI can convert unstructured medical data into standardized healthcare records, making it ideal for emergency response and disaster management.

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.

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.

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.

EndGame RAGHub is a scalable multimodal Retrieval-Augmented Generation platform supporting document, image, audio, and video understanding using FastAPI, Qdrant, LangGraph, and modern open-source AI infrastructure.

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