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<!DOCTYPE html><html lang="en"><head><meta charset="UTF-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>DevVasu Portfolio Website</title><link rel="shortcut icon" href="img/favicon.ico" type="image/x-icon"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/normalize/7.0.0/normalize.min.css"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.11.2/css/all.css" integrity="sha256-46qynGAkLSFpVbEBog43gvNhfrOj+BmwXdxFgVK/Kvc=" crossorigin="anonymous"><link href="https://fonts.googleapis.com/css?family=Source+Code+Pro:400,900|Source+Sans+Pro:300,900&display=swap" rel="stylesheet"><link rel="stylesheet" href="css/style.css"></head><body><header><div class="logo"><img src="img/portfolio_logo.png" alt=""></div><button class="nav-toggle" aria-label="toggle navigation"><span class="hamburger"></span></button><nav class="nav"><ul class="nav__list"><li class="nav__item"><a href="#home" class="nav__link">Home</a></li><li class="nav__item"><a href="#services" class="nav__link">My Services</a></li><li class="nav__item"><a href="#about" class="nav__link">About me</a></li><li class="nav__item"><a href="#work" class="nav__link">My Work</a></li></ul></nav></header><section class="intro" id="home"><h1 class="section__title section__title--intro">Hi, I am <strong>Kumar Vasu</strong></h1><p class="section__subtitle section__subtitle--intro">A.I. Engg.</p><img src="img/ME.jpg" alt="a picture of Kumar vasu" class="intro__img"></section><section class="my-services" id="services"><h2 class="section__title section__title--services">What I do</h2><div class="services"><div class="service"><h3>Deep Neural Networks</h3><p>I can built neural network such as<strong>Convolutional Neural Networks, YOLO, Resnets, Unets, Recurrent Neural Networks, LSTMs, Transformers</strong>, and know how to make them better with strategies such as <strong>Dropout, BatchNorm, and Xavier/He initialization</strong>. I mastered these theoretical concepts, learned their industry applications using <strong>Python ,TensorFlow, keras</strong> and tackled real-world cases such as <strong>object detection, object localization, YOLO, image segmentation, face recognition, face verification, speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more</strong>. I am familiar with the capabilities and challenges of deep learning.</p></div><div class="service"><h3>Data Analysis and Machine Learning</h3><p>I can build machine learning models capable of performing<strong>unsupervised, supervised learning for classification, regression, segementation etc.</strong> I am capable of <strong>cleaning data, handling ouliers and performing EDA</strong> on it for insights helpful for the organisation. I also can improve the working of these machine learning models through <strong>iterations of evaluation, parameter/hyperparameter tuning using grid or/and random search and gradient boosting like xgboost</strong>. I mastered these theoretical concepts and can implement them using python libraries such as <strong>NUMPY, PANDAS, Matplotlib, seaborn, Scikitlearn etc</strong>. I am able to perform analysis using <strong>excel, python and sql</strong>. I have also worked on real world end to end projects like <strong>price estimation, time series, customer clustering, heart disease classification and more</strong>. I am familiar with the end to end workflow of machine learning projects.</p></div><div class="service"><h3>Miscellaneous</h3><p>I can develop blockchain architectures from scratch using python. I have worked extensively with spread models and have developed SSIR spread model using probability, statistics, monte carlo simulations and lots of maths. I am trained in embedded and have worked with avr microcontrollers on avr studio and am capable of assembly level programming, I have worked on a number of embedded projects including a surveillance uav. I can perform front end web development using HTML5, CSS, Bootstrap, javascript, react etc and also back end web development, I also am capable of handling databases using sql. I have perfomred a lot of projects on Matlab, simulink including sound and image processing, quantum mechanic simulations and semi-conductor material property simulations. I have worked on Virtuoso and am capable of handling digital IC design. I am an HCIG certified engineer. And lots more fun stuff.</p></div></div><a href="#work" class="btn">My Work</a></section><section class="about-me" id="about"><h2 class="section__title section__title--about">Who I am</h2><p class="section__subtitle section__subtitle--about">Artificial Intelligence engineer based out of Jammu</p><div class="about-me__body"><p>I am an MTech ECE postgraduate from NIT delhi, My prime focus of interest is Artificial intelligence. I have done 30+ projects in the same field and have been certified by Andrew Ng's Deep learning specialisation. I have attended 2 internships in the data field and am looking for a job in AI.</p><p>I have experience in leadership role during my 2 year T.A.ship and BTech group projects. I enjoy doing research and am planning to persue my PhD in the same field after getting adequate experience. I paint in my free time and enjoy engaging myself in intellectual endeavors.</p></div><img src="img/alpaca.jpg" alt="Jane leaning against a bus" class="about-me__img"></section><section class="my-work" id="work"><h2 class="section__title section__title--work">My work</h2><p class="section__subtitle section__subtitle--work">A selection of my range of work</p><div class="portfolio"><a href="Abatement of fake news on social media using blockchain and AI.html" class="portfolio__item"><img src="img/Blockchain.png" alt="" class="portfolio__img"></a> <a href="dog-breed-detection.html" class="portfolio__item"><img src="img/dog-breed-detection_2.jpg" alt="" class="portfolio__img"></a> <a href="heart disease classification.html" class="portfolio__item"><img src="img/heart disease classification.jpg" alt="" class="portfolio__img"></a> <a href="bulldozer price regression.html" class="portfolio__item"><img src="img/Bulldozer.jpeg" alt="" class="portfolio__img"></a> <a href="customer clustering 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