A curious mind passionate about data-driven problem-solving! 🤖 I specialize in developing cutting-edge AI and ML-based projects. I have expertise in NLP techniques 📖, Computer Vision 👀, AWS ☁️, OpenAI APIs, HuggingFace and Intuitive UI. I'm passionate about solving real-world problems using data-driven approaches.
 | Revolutionizing Protein Science: The AlphaFold2 Breakthrough and Beyond In 2024, the Nobel Prize in Chemistry recognized a transformative milestone in structural biology: the advent of AlphaFold2, a cutting-edge artificial intelligence (AI) system capable of predicting protein structures with unprecedented accuracy. This... |
 | Bridging the Gap Between AI and the Human Brain: A Deep Dive into 14-bit Molecular Memristors Introduction: The Brain-Inspired Quest for Smarter AI The human brain is a marvel of nature — capable of processing complex sensory data, making split-second decisions, and learning continuously with minimal energy consumption. At the core of this ef... |
 | First Time at Stanford, Dive into AI: My TreeHacks Odyssey Stepping onto the Stanford campus for the first time was like walking into a realm where the future is forged. It was here, amid the iconic palm trees and architectural marvels, that I joined the ranks of fellow innovators at TreeHacks 2024. Inside t... |
 | Rising Tides, Sinking Cities: A Data-Driven Dive into Predicting Sea Levels 🌊 Imagine, for a moment, the gentle lapping of waves against a bustling, vibrant cityscape. Now, imagine those waves gradually, but persistently, clawing at the land, edging ever closer to the thrumming heart of the city… Beneath the vast, undulatin... |
 | NanoGPT Unveiled: A Comprehensive Study and Implementation PyTorch vs TensorFlow vs JAX/Flax Introduction Embarking on the intricate journey of transformers, specifically the GPT architecture, is akin to stepping into a world where the confluence of linguistics and mathematics crafts a marvel capable of unde... |
 | GENOME: The Dawn of Generative Neuro-Symbolic Reasoning in AI Introduction: A Leap into AI’s Evolution In the vast and ever-evolving universe of artificial intelligence, a revolutionary star is born — GENOME. Standing at the vanguard of the AI revolution, GENOME embodies the convergence of generative AI and neu... |
TechnoSapiens FitClub - • Designed a responsive platform using React.js (frontend) and Node.js with Express.js (backend), ensuring seamless handling of concurrent user requests. • Prioritized data security with MongoDB; implemented encryption, authentication, and robust backup protocols. • Utilized AWS for scalable hosting and Docker for containerization, streamlining deployment.
🍽️ Your Next Meal - A donor-receiver match platform developed using Django, ReactJS, and MongoDB 🍴. Achieved 95% uptime and 4% data loss through efficient deployment with Github 🐙 and Jenkins 🔧.
📰 Fake News Detection - A research-based project using kNN 🤝, BERT 📊, Scikit-learn 📈, and TensorFlow 🤖 to construct a system that detects fake news based on the news source and headline with 92% accuracy on the Fake News Challenge dataset and 91% accuracy on the LIAR-PLUS dataset.
🌍 Wildlife Conservation Chatbot 🦁 - The Wildlife Conservation Chatbot is a project that aims to raise awareness about wildlife conservation and provide users with valuable information about conservation policies, rates of animal species detected in their uploaded images, and more. The chatbot utilizes the OpenAI API for natural language processing and Gradio for creating an intuitive user interface.
🚗 Vehicle Detection and Tracking - Fine-tuned the YOLO and implemented NMS to filter duplicate detections, achieving a detection accuracy of 92% 🚘. Leveraged OpenCV 📷 for image preprocessing and NumPy 🧮 for efficient data manipulation, resulting in a real-time vehicle detection rate of 10 frames per second 🚦.
🎥 AI-based Movie Analysis - Developed a Deep Learning application to predict movie genre and estimate the percentage of violence in an action movie based on script analysis and motion detection techniques 🎬. Achieved a 93.7% accuracy in predicting movie genre and mIOU score of 0.78 in estimating the percentage of violence.
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Master of Science, Software Engineering (Data Science) from San Jose State University 🎓.
Bachelor’s in Engineering from Maharashtra Institute of Technology.
👨💻 Let's connect and collaborate on interesting projects! 💻
