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Projects

Smart Manufacturing Multi Agent System

Project description

E-Commerce Mobile Application

EStore is a mobile-first eCommerce application that redefines electronics shopping through intelligent automation and modern design. Developed using React Native with a Node.js backend, eStore integrates MongoDB, Azure Blob Storage, and advanced AI technologies to deliver a seamless, personalized shopping experience. At the core of its intelligence lies a Retrieval-Augmented Generation (RAG) system powered by Gemma2 and Ollama, enabling natural language product queries, contextual search, and real-time smart recommendations. 

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Task Manager Application

The evolution of artificial intelligence (AI) and its integration into daily workflows has opened new possibilities for productivity tools. This project aims to develop an AI-powered scheduling web application leveraging the MERN (MongoDB, Express.js, React.js, and Node.js) stack, coupled with advanced Large Language Models (LLMs) via OLLAMA integration. 

Sentiment Analysis Using BERT

The Sentiment Analysis designates that the given information is positive, negative, or neutral about a specific topic or product. This project aims to develop a sentiment analysis of various Twitter users by determining whether a piece of writing is positive, negative, or neutral. For instance, in a social media platform such as Facebook or Twitter, people express their feelings through posts or comments on other posts without thinking of or understanding the impact of their post or comments.

Emotion In LLMs

​The evolution of artificial intelligence (AI) and its integration into daily workflows has opened new possibilities for productivity tools. This project aims to develop an AI-powered scheduling web application leveraging the MERN (MongoDB, Express.js, React.js, and Node.js) stack, coupled with advanced Large Language Models (LLMs) via OLLAMA integration. 

Flight Reservation System

This project, Flight Reservation System, aims to enhance the travel experience by offering users an integrated platform where they can compare flight prices, track flight statuses, view real-time delays, and make informed decisions regarding their travel plans. By leveraging probabilistic graphs, hash maps, and advanced algorithms like Dijkstra's Algorithm, this system not only improves accessibility but also ensures efficient route planning and flight tracking.

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