Yuvraj Singh

Yuvraj Singh

NLP | Interested in Multimodal LLMs | Exploring the intersection of Research and Engineering

Projects

FarmGenie (GeoHack 2024)Empowering farmers with real-time insights and expert guidance via AI-driven space

July 19, 2024

Hackathon, IIIT-BH, Bhubaneswar

Our platform utilizes LLMs and a Mixture of Expert (MoE) approaches to provide precise guidance on soil management, plant disease identification, and irrigation techniques. Built as a scalable web application with a Next.js frontend and backend, and supported by a Redis queue and multiple worker nodes, FarmGenie ensures robust performance. The system’s multilingual support, interactive community forum, and up-to-date knowledge base facilitate seamless, expert-driven assistance for both new and experienced farmers.

Insight-Ed (HackNITR 5.0)EdTech Platform for Student and Teacher

March 03, 2024

Hackathon, NIT, Rourkela

Imagine an online classroom where teachers instantly know when and why students lose focus. Our AI-powered solution bridges the knowledge gap by detecting student emotions and attentiveness, highlighting problem areas, makes the teacher aware of each student’s progress. With features like reverse video search, dynamic questionnaires, and advanced Q&A bots, we transform the learning experience, making it more interactive and insightful. Redefining online education with our model, ensuring every student gets the attention they need, right when they need it.

PlogPayoutsAI-driven Plogging System

December 01, 2023

Google's Solution Challenge '24, IIIT, Bhubaneswar

Transform your daily jog into a mission for a cleaner world with PlogPayouts. Our innovative website + app rewards you for collecting litter, promoting fitness and environmental cleanliness. Utilizing AI for trash categorization and optimized routes, and fostering community through shared stories, PlogPayouts turns every step into a step towards a greener, more inclusive society. Join us and make a difference today!

MoviesMania (Geek-o-thon)A Reverse Search based Movies Recommendation System

October 03, 2023

Hackathon, IIIT, Bhubaneswar

Step into the future of entertainment discovery with MoviesMania. The rpoduct aims to simplify your search for the perfect movie or web series. Using various AI/ML techniques and elements, we analyze uploaded video clips to predict movie titles and recommend similar content with an impressive accuracy. Experience flavoured recommendations tailored to your tastes, powered by Keras, Flask, and advanced face recognition algorithms with a full-fledged movie recommendation system.

Movies Review SystemSpoiler-Free Sentiment-Analysis based Movies Review System)

September 01, 2023

POC, IIIT, Bhubaneswar

Introducing the Movie Review System, where AI meets movie magic to revolutionize how viewers experience films. This project goal is to provide an interface for spoiler-free reviews and sentiment analysis, enhancing the viewing journey. With advanced models like Voting Classifier and Bi-LSTMs powered by Keras and TensorFlow, we achieve impressive metrics—a 91% accuracy, 91% precision, and 90% recall that understands and enhances the users’ with the respective movies’ plot from a bird’s eye view.