S

Streamlit

CivicTruth is a Retrieval-Augmented Generation (RAG) platform that enables transparent, citation-backed question answering over legislative and policy documents.

Lightweight local-first RAG chatbot built with Streamlit, Ollama, ChromaDB, SQLite, and local quality checks.

AI-assisted public-sector innovation planning and evidence-backed decision support platform for government teams.

Team-Quiz is an intelligent, Python-based educational platform that transforms how teams learn by automating the creation of custom assessments. Featuring a robust data-ingestion pipeline, the application dynamically decodes various file formats like PDFs and CSVs, leveraging an integrated AI engine to extract core concepts and instantly generate targeted question-and-answer quizzes. This allows users to simply upload their raw study materials or data instead of manually writing tests, dramatically streamlining the knowledge assessment process. Under the hood, the project is engineered with a strict focus on DevOps compliance, utilizing containerization and automated CI/CD security standards to ensure a highly reliable, production-ready environment.

JanaSeva AI

JanaSeva AI is an AI-powered citizen assistance platform designed to simplify access to government services. Instead of searching through multiple websites, users can ask questions in natural language and receive step-by-step guidance, required documents, eligibility details, and official government resources for services such as Aadhaar, PAN Card, Voter ID, certificates, scholarships, and welfare schemes. The system reduces information overload and makes government services more accessible, especially for first-time users.

Exam Hub is a TypeScript based online examination management system used to create, manage and conduct exams.

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"Economic Intelligence Platform for collecting, analyzing, and visualizing Indian economic news using Streamlit, AI-assisted analysis, and RAG-based search."

VidhyaVerse AI is an AI-powered experiential learning platform that makes education interactive, personalized, and multilingual. It helps students learn through AI tutors, virtual experiments, image-based doubt solving, quizzes, and voice-based interactions, bridging the gap between theoretical knowledge and practical understanding.

StudySync AI is a Streamlit-based student productivity platform for managing assignments, attendance, exams, notes, and academic analytics.

AI-powered Marks Calculator built with Streamlit. Supports student management, marks analysis, multilingual support, and automated reporting.

AI-powered study assistant — chat with your notes or take a quiz. Runs locally with Ollama. Free, offline, no API key needed.

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.

DisasterGuardAI is an AI-powered disaster reporting and rescue coordination platform built with Streamlit.

🏥 Smart Hospital Maintenance Assistant 🤖

An AI-powered Streamlit application designed to simplify hospital maintenance management using Retrieval-Augmented Generation (RAG), OCR, Translation, and Voice Technologies.

✨ Features: • 📄 PDF Document Analysis • 🔍 OCR-based Text Extraction • 🤖 Intelligent Question Answering • 🌍 Multi-language Translation • 🔊 Text-to-Speech Responses • 🧠 AI-powered Information Retrieval • 📊 User-friendly Streamlit Interface

🚀 Built with Python, Streamlit, LangChain, FAISS, OCR, and Modern AI Technologies to improve efficiency and accessibility in hospital maintenance operations.

Attendance Tracker is a digital solution designed to automate and simplify attendance management for organizations, educational institutions, and teams. The system enables users to record, monitor, and analyze attendance data efficiently while reducing manual effort and errors associated with traditional attendance registers.

The application provides features such as employee/student check-in and check-out, attendance history, leave management, real-time attendance monitoring, and report generation. Users can mark attendance through various methods, including manual entry, QR code scanning, GPS location verification, or facial recognition, depending on the organization's requirements.

Administrators and managers can access dashboards that display attendance statistics, late arrivals, absences, and workforce availability in real time. The system also supports automated notifications, attendance correction requests, and integration with payroll or academic management systems.

Advanced versions of the Attendance Tracker may include AI-powered analytics, geofencing, anomaly detection, and predictive insights to help organizations improve attendance compliance and operational efficiency.

RescueBite AI

RescueBite AI is an intelligent food rescue and redistribution platform designed to reduce food waste and combat hunger. The platform connects food donors such as restaurants, bakeries, hotels, supermarkets, and event organizers with NGOs, shelters, and volunteers through a real-time donation network.

Using AI-powered food classification, freshness assessment, and smart matching algorithms, RescueBite AI ensures that surplus food reaches people in need before it expires. The system streamlines the entire donation lifecycle, from donation creation and verification to pickup, delivery, and impact tracking.

Key Features Food donation creation and management AI-powered food classification Food freshness and urgency assessment Smart NGO matching Volunteer assignment and coordination QR-based pickup and delivery verification Real-time notifications Donation history tracking Impact analytics dashboard Food waste reduction insights Mission

To build a scalable and transparent food rescue ecosystem that transforms surplus food into meaningful meals while reducing environmental waste and supporting communities in need.

Team

Team Name: Vandal Institution: ICFAI

Vision

A future where no edible food goes to waste and no community struggles with food insecurity due to inefficient distribution systems.

AI-powered Smart Hospital Complaint Management System built with Streamlit, Pandas, and NLP.

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.

FarmDirect - Broker-free farmer marketplace built with Streamlit and Python

Water Issue Tracker - Civic complaint system using Streamlit