M

Machine Learning

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

✊ Swarajya Scanner — AI-Powered Legal Rights App in Your Language 🇮🇳 "Your rights. Your language. Your Swarajya."

Swarajya Scanner puts the Constitution in your pocket — and the confidence to use it. It's an AI-driven app that answers everyday legal questions in simple, regional language, helping citizens understand their rights without legal jargon.

Whether it's "Can police take my phone?" or "Do I need to give notice before quitting?", Swarajya Scanner breaks it down clearly, in languages people actually speak.

🌟 VakyaVibe.ai – Indian Language Corpus Collection Platform VakyaVibe.ai is an open-source, community-powered web application designed to preserve and celebrate India's rich linguistic and cultural heritage. It serves as a multilingual Corpus Collection Engine, enabling users to contribute and explore proverbs, slang words, and tongue twisters across 10+ Indian languages and dialects.

🚀 Features 🌐 Multilingual Support – Hindi, Telugu, Tamil, Bengali, Marathi, Gujarati, Kannada, Malayalam, Punjabi, Odia, and more

🤖 AI-Powered Intelligence – Mistral AI (primary), OpenAI (fallback), Ollama (local)

🗳️ Community Contributions – Submit, vote, and categorize cultural expressions

📊 Admin Dashboard – User stats, language analytics, CSV/JSON export

🤗 Hugging Face Integration – Dataset sync, backup, and model-ready formats

📱 Modern UX – Mobile-friendly, offline-first, PWA, dark/light modes

🔐 Data Governance – Validation, version control, and privacy safeguards

BhashaBridge Rural Voice Corpus Builder and Multilingual AI Translator - A comprehensive AI-powered solution for building voice corpora from rural communities and providing multilingual translation services. Features voice data collection, dialect processing, corpus management, and real-time translation capabilities to bridge language barriers in rural areas.

IMDB Movie Review Sentiment Analysis

A machine learning project that performs sentiment analysis on IMDB movie reviews. Uses scikit-learn for text processing and classification to determine whether reviews are positive or negative.

A simple movie recommendation system built using Python and machine learning.

The primary objective is to develop machine learning models capable of assisting in early detection and accurate diagnosis of these conditions based on patient data.

This project showcases two chatbot implementations: one using Hugging Face Transformers for building a general-purpose conversational AI, and another Indic-language chatbot powered by Dify.AI with Gemini integration for multilingual support. The first focuses on simplicity and flexibility with open-source models, while the second enables natural conversations in Indian languages using a no-code orchestration platform.

TruthLens is an AI-powered misinformation detection tool that analyzes text, audio, and video to identify and flag potentially misleading content.

A Streamlit web app to explore vegetation types using AI and ML models, Built for SOAI 2025 Internship.

I want learn about ai and work on the projects

The Meme Generator is an interactive web application that leverages the power of AI to generate witty captions and customize memes. Using OpenAI's GPT-3 model, the app creates engaging, humorous captions for a variety of popular meme templates or user-uploaded images. The app also features multilingual support, enabling users to translate captions into multiple Indian languages, making it ideal for a diverse, global audience.

📘 Syllabus Sakhi AI – Open-Source AI Assistant for Competitive Exams Syllabus Sakhi AI is an open-source bilingual assistant designed to help competitive exam aspirants—especially Telugu-speaking learners—explore and understand the complete syllabus of various Central and State government exams in India.

🎯 Purpose & Target Audience The assistant was created with the needs of rural and regional-language learners in mind, especially those:

Preparing for UPSC, SSC, RRB, APPSC, TSPSC, TET, DSC and other government exams.

Struggling with English-dominated resources.

Seeking structured, topic-wise syllabus coverage in Telugu or English.

Supported exams include:

UPSC Civil Services (CSE)

SSC CGL, CHSL, MTS, CPO

RRB NTPC, Group D

AP TET, DSC, APPSC Groups 1–4

TS TET, DSC, TSPSC Groups 1–4

🔑 Key Features 🗣️ Bilingual Support: Telugu (default), English, or mixed bilingual responses.

📚 Comprehensive Coverage: 19 exams with Prelims/Mains + section-level syllabus.

📄 Structured Knowledge Base: Markdown files with detailed topic lists & weightage.

🔍 Hybrid Search: Combines keyword + semantic retrieval for improved accuracy.

🌐 Language Selector: UI lets users pick TELUGU or ENGLISH on startup.

⚠️ Graceful Fallbacks: Handles missing syllabus gracefully with polite error responses.

This project aims to make syllabus navigation simple, accessible, and local-language friendly, empowering more students to prepare confidently for government jobs.

An AI-powered platform preserving India's cultural heritage by collecting proverbs, folk tales, and traditional knowledge across 18+ Indian languages with multilingual search, analytics, and community features.

Detecting potholes