This dataset contains a comprehensive Question & Answer collection focused on water management technologies, irrigation systems, and related agricultural practices for sustainable farming. The dataset is derived from technical documentation and research publications related to water management in ag
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This dataset contains a comprehensive Question & Answer collection focused on plant diseases, their management, treatment protocols, and diagnostic techniques. The dataset provides detailed information about various plant pathologies, fungicide applications, and disease identification methods for ag
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This dataset contains a comprehensive Question & Answer collection focused on soil management, soil health, organic farming practices, and soil-related agricultural techniques. The dataset is derived from technical guides and documentation related to sustainable soil management practices, with empha
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From scratch implementation of Differential Transformer Read more
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From scratch implementation of Fine Tuning using PEFT Read more
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From scratch implementation of Attention Mechanisms Read more
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From scratch implementation of Encoder-Decoder Read more
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From scratch implementation of Transformer Read more
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From scratch implementation of DeepSeekV3 Read more
Short description of portfolio item number 1
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Short description of portfolio item number 2
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Implementation of DQN-FrozenLake reinforcement learning algorithm Read more
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Implementation of FlappyBird-PPO reinforcement learning algorithm Read more
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Implementation of Imitation Learning reinforcement learning algorithm Read more
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Implementation of IPPO reinforcement learning algorithm Read more
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Implementation of MAPPO reinforcement learning algorithm Read more
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Implementation of Self Play reinforcement learning algorithm Read more
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Implementation of Atari reinforcement learning algorithm Read more
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Implementation of MuJoCo reinforcement learning algorithm Read more
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Implementation of VizDoom reinforcement learning algorithm Read more
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Implementation of Q-Learning reinforcement learning algorithm Read more
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Implementation of runs reinforcement learning algorithm Read more
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Implementation of VizDoom-RL reinforcement learning algorithm Read more
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Implementation of ml-agents-train reinforcement learning algorithm Read more
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A PyTorch implementation of a Mixtral inspired transformer model with Mixture of Experts (MoE), designed for text generation and understanding tasks. This model is built on the Mixtral architecture wi… 🎮
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A compact implementation of an Encoder-Decoder Transformer for sequence-to-sequence translation tasks. This project implements a translation model from English to Hindi using the Samanantar dataset. 🎮
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A PyTorch implementation of a DeepSeek V3 inspired transformer model with Mixture of Experts (MoE), Latent Attention, and other advanced features. 🎮
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So, I trained a Llama a 88M architecture I coded from ground up to build a small instruct model, going through the below-mentioned stages from scratch. 🎮
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A PyTorch implementation of a Mixtral inspired transformer model with Mixture of Experts (MoE), Flash Attention, and other advanced features. 🎮
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So, I trained a Llama a 130M architecture I coded from ground up to build a small instruct model, going through the below-mentioned stages from scratch. 🎮
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| Movies Review System | Spoiler-Free Sentiment-Analysis based Movies Review System) |
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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. Read more
| MoviesMania (Geek-o-thon) | A Reverse Search based Movies Recommendation System |
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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. Read more
| PlogPayouts | AI-driven Plogging System |
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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! Read more
| Insight-Ed (HackNITR 5.0) | EdTech Platform for Student and Teacher |
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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. Read more
| Paper/Architecture Replication from Scratch using PyTorch | Github Repository |
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A repository consisting of paper/architecture replications of classic/SOTA AI/ML papers. Read more
| FarmGenie (GeoHack 2024) | Empowering farmers with real-time insights and expert guidance via AI-driven space |
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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. Read more
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.