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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

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.

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

Interview Simulator

A real-time AI interview coach built with a Bun backend and Groq AI integration. This project includes:

browser-based job description and persona setup resume upload and text extraction for PDFs/DOCX/TXT live streamed interview assistant replies via SSE transcript export and review features frontend mic support and keyboard shortcuts

Use this file as the folder-level description for the project.

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

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.

DeepFake Shield is an AI-powered platform designed to detect and analyze manipulated digital media, including images, videos, and audio. The system uses machine learning and forensic analysis techniques to identify deepfakes, synthetic content, and media tampering. It provides users with trust scores, authenticity reports, real-time alerts, and both online and offline analysis capabilities, helping individuals, organizations, and law enforcement combat misinformation and digital fraud.

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

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.

AI Expense Tracker is a smart personal finance management application that helps users track, categorize, and analyze their daily expenses using Artificial Intelligence. The application enables users to record transactions, monitor spending habits, and gain valuable financial insights through interactive dashboards and AI-powered analytics.

Unlike traditional expense trackers, this platform uses AI to automatically categorize expenses, identify spending patterns, generate personalized savings recommendations, and answer finance-related queries through a conversational interface. Users can upload receipts, manually enter expenses, or import transaction data for seamless expense management.

The application supports both cloud-based AI models and local AI inference solutions such as Ollama, allowing users to maintain privacy while benefiting from intelligent financial analysis. It also provides a Bring Your Own Key (BYOK) option, enabling users to connect their preferred AI providers using their own API keys.

QR Code Generator System is a Streamlit-based web application that allows users to generate QR codes instantly from text, URLs, contact details, Wi-Fi credentials, addresses, and payment information. It provides a fast, accurate, and user-friendly way to share information through QR code scanning.

RescuePaw is an AI-powered animal rescue and welfare platform designed to help citizens report, track, and assist stray, injured, or abandoned animals in their communities. The application streamlines the rescue process by allowing users to submit reports with details such as location, category, and description, enabling faster response and coordination.

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

🎤 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.

RideSync is a full-stack ride-sharing web application that connects drivers and passengers traveling in the same direction, helping users reduce travel costs, save time, and promote sustainable transportation.

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.

Local-first RAG chatbot for university documents using PyMuPDF4LLM, FAISS, Groq and Llama.cpp.

Local PDF RAG system using TinyLlama, FAISS, Streamlit, and Sentence Transformers.

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.

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.