S

Streamlit

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.

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.

Smart Bus Crowd Prediction System using Python and Flask for real-time seat occupancy monitoring, crowd analysis, and alternative bus recommendations.

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

MedKit Archive is a secure, offline health-tech application engineered to digitize handwritten prescriptions, medical forms, and laboratory reports using local AI engines. By processing all data completely on local machine resources, the platform eliminates reliance on external cloud servers, guaranteeing absolute data confidentiality and patient privacy. The application utilizes a powerful tech stack—including a streamlined Streamlit frontend interface, local Tesseract OCR for text extraction, Whisper for transcribing clinical audio consultations, and local Ollama large language models—to transform unstructured medical documents into patient-friendly explanations and queryable JSON structures. Built with robust regional multi-lingual fallback layers (supporting Telugu, Hindi, Tamil, and Kannada) and a structured SQLite backend, it provides a fully autonomous pipeline for secure medical record management.

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

LocalVital turns your messy health diary into a structured, private, queryable dataset — entirely on your device, no internet required.

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.

SOP Guardian is an AI-powered tool that analyzes Standard Operating Procedures (SOPs), identifies compliance gaps, and provides actionable recommendations to improve accuracy, consistency, and regulatory adherence.

A smart application that converts unstructured medical documents into structured insights using OCR and intelligent data processing, making healthcare data easy to understand.

Offline-first Streamlit assistant for crop disease support, fertilizer guidance, OCR bill reading, and local farm history.

PaperLens Offline is an offline-first, CPU-optimized AI research paper analyzer that extracts structured knowledge from academic PDFs using local LLMs (Ollama), stores the results in SQLite, and enables fast local search without any cloud APIs.

AI Medical Record Extractor is an offline-first web application that converts unstructured medical documents into structured JSON data using CPU-only inference. It supports PDF, image, and text files while ensuring complete privacy by processing all data locally without cloud services. Built with FastAPI, React, and SQLite, the application provides a user-friendly interface for extracting patient information, diagnoses, medications, and other medical details. The project is designed to be lightweight, secure, open source, and accessible in low-connectivity environments.

🎤 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.

DriverOS is an AI-powered driver assistance and safety platform designed for commercial drivers, truck drivers, delivery partners, and fleet operators across India. The platform focuses on driver safety, health monitoring, emergency response, trip management, document storage, and real-time support services.

NyayaBloom is an AI-powered Judicial Intelligence Platform designed to democratize legal knowledge and improve judicial transparency across India. The platform enables citizens, lawyers, law students, researchers, journalists, and judicial professionals to access legal information, understand judicial processes, explore case precedents, and improve legal literacy through a multilingual AI-powered ecosystem. Instead of replacing judges, courts, or legal professionals, NyayaBloom serves as an intelligent legal knowledge assistant that simplifies legal information and promotes informed civic participation.

Based on everything you've described, your project description could be:

SignBridge AI – Real-Time Sign Language Translation & Human Perception Platform

SignBridge AI is an advanced AI-powered human communication platform that translates sign language into text and speech in real time using computer vision, machine learning, and human pose analysis.

The system goes beyond traditional sign-language recognition by combining hand tracking, finger tracking, face analysis, body pose estimation, gesture understanding, and real-time AI inference to create a complete Human Perception Engine.

Core Features Real-Time Sign Language Translation Live webcam-based sign language recognition Converts gestures into readable text Converts translated text into speech Real-time inference pipeline Continuous gesture stream processing Advanced Hand Tracking 21-point hand landmark detection Single-hand and dual-hand tracking Finger position analysis Finger angle extraction Hand orientation estimation Dynamic gesture trajectory tracking Full Body Pose Analysis 33-point body landmark tracking Posture detection Motion analysis Human action recognition Gesture-body context understanding Face & Head Analysis Face landmark detection Head pose estimation Eye tracking Facial context understanding Face-hand interaction analysis AI Vision Engine

The platform integrates multiple computer vision modules:

Hand Detection Engine Body Pose Engine Face Tracking Engine Landmark Tracking Engine Gesture Recognition Engine Sign Language Translation Engine Speech Synthesis Engine

WaterWatch is an app designed to address the water related issues in Telangana like pipe leaks, water shortages, other complaints.

🧾 AI Receipt & Expense Tracker

The AI Receipt & Expense Tracker is an offline application that lets users scan receipts and automatically extract important details like shop name, date, items, GST, and total amount using OCR and AI. The data is stored in a local SQLite database and used to generate simple monthly expense reports, helping users easily track and manage their spending without manual entry.

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