Likhith B A

A hybrid Retrieval-Augmented Generation (RAG) assistant providing source-grounded QA over enterprise PDF documents. It features an end-to-end pipeline with semantic chunking, ChromaDB vector storage, and integrates Ollama (Llama2) via Streamlit for explainable responses.

An interactive educational platform built with modern web technologies, designed to enhance the learning experience. It utilizes a scalable architecture for seamless user management and content delivery with an intuitive interface focusing on accessibility and engagement.

A real-time messaging application enabling seamless user communication with instant updates and persistent chat history. The system relies on WebSockets for low-latency real-time communication and includes secure user authentication and message storage mechanisms.

An advanced computer vision application utilizing machine learning models for real-time image processing and object detection. It features a high-performance inference pipeline for video streams and custom-trained models optimized for accuracy and speed.

An intelligent AI tool designed to parse, analyze, and extract key insights from complex legal documents and contracts. It provides automated clause extraction and risk assessment using NLP algorithms within a modern dashboard built for legal professionals.

A content-based book recommendation system processing 10,000+ summaries to generate personalized suggestions. Built using NLP techniques like TF-IDF and cosine similarity, it is deployed as an interactive Streamlit web app featuring multiple discovery modes.