N

NLP

Offline-first, CPU-first AI reader companion that narrates and analyzes stories locally using Ollama and structured feedback JSON.

Smart Cab Finder is an AI-powered ride comparison platform that helps users compare fares, estimated arrival times, and ride options across multiple cab providers. The application includes an intelligent AI assistant for ride recommendations, supports Bring Your Own Key (BYOK) integrations, and is designed to support local AI inference through Ollama. To improve accessibility, the platform provides multilingual support in English, Hindi, and Telugu. Built using Python and Flask, the project follows secure development practices with automated testing, CI/CD pipelines, security scanning, and compliance-driven documentation.

Patta Checker is an offline-first AI web application that extracts structured information from scanned land records such as 7/12 extracts, Pattas, and Record of Rights (ROR) documents. It uses local OCR and a lightweight Ollama-powered LLM to convert unstructured documents into editable, exportable datasets, while storing records securely in a local SQLite database. Optimized for CPU-only devices, it runs without internet or external API dependencies.

SafeRoute AI is a machine-learning-powered road safety platform that predicts accident blackspots, analyzes route risk, and recommends safer travel routes using FastAPI, Next.js, SQLite, and XGBoost.

AI-powered exploration and visualization of ancient Indian texts using NLP and image colorization.

Ruchulu Lens AI

Ruchulu Lens AI is a cross-platform AI-powered application that celebrates India's regional food diversity. The app offers:

Regional Food Explorer – Shows local dishes based on user location, revealing region-specific ingredients, cooking styles, and preparation. Lens Feature (Food Recognition) – Users can upload or capture an image of a dish, and the AI will it and provide ingredients, recipe steps, and cultural context. AI Culinary Assistant – Interactive assistant to answer cooking-related questions, suggest dietary plans, offer substitutions, and guide users through cooking.

Telugu Meme Remix / Desi Meme Center — a full-stack meme hub to create, remix and share Telugu memes. Live demo: https://app--telugu-meme-remix-c8f05cce.base44.app

Translator is a real-time language translation application built using the MERN stack (MongoDB, Express.js, React.js, Node.js). The app provides seamless language translation capabilities, allowing users to input text and receive translations instantly. It integrates the Gemini API for accurate and fast translations across multiple languages.