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<!DOCTYPE HTML>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Pawans Portfolio</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="" />
<meta name="keywords" content="" />
<meta name="author" content="" />
<!-- Facebook and Twitter integration -->
<meta property="og:title" content=""/>
<meta property="og:image" content=""/>
<meta property="og:url" content=""/>
<meta property="og:site_name" content=""/>
<meta property="og:description" content=""/>
<meta name="twitter:title" content="" />
<meta name="twitter:image" content="" />
<meta name="twitter:url" content="" />
<meta name="twitter:card" content="" />
<!-- Place favicon.ico and apple-touch-icon.png in the root directory -->
<link rel="shortcut icon" href="favicon.ico">
<link href="https://fonts.googleapis.com/css?family=Quicksand:300,400,500,700" rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Playfair+Display:400,400i,700" rel="stylesheet">
<!-- Animate.css -->
<link rel="stylesheet" href="css/animate.css">
<!-- Icomoon Icon Fonts-->
<link rel="stylesheet" href="css/icomoon.css">
<!-- Bootstrap -->
<link rel="stylesheet" href="css/bootstrap.css">
<!-- Flexslider -->
<link rel="stylesheet" href="css/flexslider.css">
<!-- Flaticons -->
<link rel="stylesheet" href="fonts/flaticon/font/flaticon.css">
<!-- Owl Carousel -->
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<!-- Theme style -->
<link rel="stylesheet" href="css/style.css">
<!-- Modernizr JS -->
<script src="js/modernizr-2.6.2.min.js"></script>
<!-- FOR IE9 below -->
<!--[if lt IE 9]>
<script src="js/respond.min.js"></script>
<![endif]-->
</head>
<body>
<div id="colorlib-page">
<div class="container-wrap">
<a href="#" class="js-colorlib-nav-toggle colorlib-nav-toggle" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar"><i></i></a>
<aside id="colorlib-aside" role="complementary" class="border js-fullheight">
<div class="text-center">
<div class="author-img" style="background-image: url(images/about.jpg);"></div>
<h1 id="colorlib-logo"><a href="index.html">Pawan Jayakumar</a></h1>
<span class="position"><a href="#">Research & Development</a></span></span>
</div>
<nav id="colorlib-main-menu" role="navigation" class="navbar">
<div id="navbar" class="collapse">
<ul>
<li class="active"><a href="#" data-nav-section="home">Home</a></li>
<li><a href="#" data-nav-section="about">About</a></li>
<li><a href="#" data-nav-section="experience">Experience</a></li>
<li><a href="#" data-nav-section="projects">Projects</a></li>
<!-- <li><a href="#" data-nav-section="research">Research</a></li> -->
<li><a href="#" data-nav-section="socials">Socials</a></li>
</ul>
</div>
</nav>
</aside>
<div id="colorlib-main">
<section id="colorlib-hero" class="js-fullheight" data-section="home">
<div class="flexslider js-fullheight">
<ul class="slides">
<li style="background-image: url(images/lightgradient.jpg);" >
<br>
<div class="overlay"></div>
<div class="container-fluid">
<div class="row">
<div class="col-md-12 col-md-offset-3 col-md-pull-3 col-sm-12 col-xs-12 js-fullheight slider-text">
<div class="slider-text-inner js-fullheight">
<div class="desc ">
<h1 class="text-center">I'm Pawan, Welcome!</h1>
<p class="text-center"><a class="btn btn-primary btn-learn" href="images/Pawan_Resume.pdf" target="_blank">
Download Resume</a></p>
<p class="text-center"><i class="icon-arrow-down"></i>Learn more about what I've done <i class="icon-arrow-down"></i></p>
</div>
</div>
</div>
</div>
</div>
</li>
</ul>
</div>
</section>
<section class="colorlib-about" data-section="about">
<div class="colorlib-narrow-content">
<div class="row" style="background-image: url(images/lightgradient.jpg);">
<br>
<div class="col-md-12">
<div class="row row-bottom-padded-sm animate-box" data-animate-effect="fadeInLeft">
<div class="col-md-12">
<div class="about-desc">
<span class="heading-meta">About me</span>
<h2 class="colorlib-heading">What I do:</h2>
<p>I am currently a graduate student at the University of California, San Diego studying computer science.</p>
<p>I want to specialize in machine learning systems, taking cutting edge models and techniques and deploy them to production</p>
<p>I've worked on several projects that I want to showcase here</p>
</div>
</div>
</div>
<!-- <div class="row">
<div class="col-md-3 animate-box" data-animate-effect="fadeInLeft">
<div class="services color-1">
<span class="icon2"><i class="icon-bulb"></i></span>
<h3>Research</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInRight">
<div class="services color-2">
<span class="icon2"><i class="icon-globe-outline"></i></span>
<h3>Game Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInTop">
<div class="services color-3">
<span class="icon2"><i class="icon-data"></i></span>
<h3>Full Stack</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInBottom">
<div class="services color-4">
<span class="icon2"><i class="icon-phone3"></i></span>
<h3>Application</h3>
</div>
</div>
</div> -->
<!-- <div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<div class="hire">
<h2>I am happy to know you <br>that 300+ projects done sucessfully!</h2>
<a href="#" class="btn-hire">Hire me</a>
</div>
</div>
</div> -->
</div>
</div>
</div>
</section>
<section class="colorlib-experience" data-section="experience">
<div class="colorlib-narrow-content">
<div class="row" style="background-image: url(images/lightgradient.jpg);">
<br>
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">Experience</span>
<h2 class="colorlib-heading animate-box">Work Experience</h2>
</div>
</div>
<div class="row">
<div class="col-md-12">
<div class="timeline-centered">
<article class="timeline-entry animate-box" data-animate-effect="fadeInRight">
<div class="timeline-entry-inner">
<div class="timeline-icon color-1">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Research Engineer</a> <span>Sep 2023 - Current</span></h2>
<ul>
<li>
Working with <a href="http://shangtongzhang.github.io/"target="_blank">Professor Shangtong Zhang</a>
to create a solution to a multi-objective sensor usage optimization problem using reinforcement learning
</li>
<li>
The novel aspect of this work is that the agent must learn to balance the tradeoff between
the value of knowing its current location by turning on its GPS and the cost of the GPS sensor draining the phone's battery,
and it must do so without knowing the current location of the phone (it must choose an action without knowing the current state)
</li>
<li>
So far the project is using simulated data but the goal is to apply this to realworld phones and also with multiple instances and types of sensors.
As there are many multi-objective reinforcement learning methods, the goal is to find or create the best one for this problem.
</li
<li>
Skills learned: Pytorch, Multi-objective optimization, research and design, reinforcement learning
</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInLeft">
<div class="timeline-entry-inner">
<div class="timeline-icon color-1">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Software Engineer Intern at Capital One</a> <span>Jun 2023 - Aug 2023</span></h2>
<ul>
<li>Designed a per-data-set discussion page to facilitate collaboration between Capital One associates</li>
<li>Deployed the page and is being used in over 19,500 data-sets and by over 15,000 monthly users</li>
<li>Eliminated hundreds of hours of development time for the team by creating a faster local development environment</li>
<li>Presented design improvements to product designers when oversights were discovered</li>
<li>Skills learned: Apollo GraphQL, React, Tailwind CSS, Webpack, UI/UX, reviewing pull requests</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInTop">
<div class="timeline-entry-inner">
<div class="timeline-icon color-2">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Teaching Assistant</a> <span>Aug 2022 - Dec 2022</span></h2>
<ul>
<li>Worked as a teaching assistant for undergraduate computer architecture</li>
<li>Lead 100+ students in laboratory sessions and office hours by conducting code reviews and peer mentoring</li>
<li>Improved my ability to read code, debug, explain complex concepts, master low level programming skills, and lead classroom sessions</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInRight">
<div class="timeline-entry-inner">
<div class="timeline-icon color-1">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Software Engineer Intern at Capital One</a> <span>Jun 2022 - Aug 2022</span></h2>
<ul>
<li>Designed and deployed an automated server-less system to audit vulnerability report data using Amazon Web Services</li>
<li>Created a responsive chart user-interface to display reports for internal capital one customers</li>
<li>Improved real-time database updates by hashing vulnerability data</li>
<li>Automated database population by creating API’s to call re-population lambda functions</li>
<li>Skills learned: AWS DynamoDB, Dynamo stream, Lambda, EC2, API/HTTP, Python, Angular, NodeJS</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInTop">
<div class="timeline-entry-inner">
<div class="timeline-icon color-3">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Korean Student Association Historian</a> <span>Aug 2021 - May 2022</span></h2>
<ul>
<li>Organized and hosted cultural and social events for over 400 members</li>
<li>Captured, edited, and published thousands of photos and videos from events</li>
<li>Facilitated social and academic connections between members</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInRight">
<div class="timeline-entry-inner">
<div class="timeline-icon color-2">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">Private Tutor</a> <span>June 2021 - June 2022</span></h2>
<ul>
<li>Taught a high school student concepts in graph searching and constraint satisfaction problems</li>
<li>Taught a middle school student Geometry</li>
<li>Learned people skills with teenagers from varying backgrounds and skillsets</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry animate-box" data-animate-effect="fadeInLeft">
<div class="timeline-entry-inner">
<div class="timeline-icon color-4">
<i class="icon-pen2"></i>
</div>
<div class="timeline-label">
<h2><a href="#">CS Research Assistant</a> <span>Dec 2020 - May 2021</span></h2>
<ul>
<li>Worked with Dr. Hongning Wang and PhD student Zhendong Chu on machine learning on noisy data</li>
<li>Implemented both majority voting and a custom layer in pytorch to resolve discrepencies in data labelling</li>
<li>Custom layer achieved 14% increase in crowd-sourced data classification compared to the baseline majority voting algorithm</li>
<li>Gained experience reading and implementing papers, designing experiments, and statistical evaluation and presentation</li>
<li>Skills learned: Python, PyTorch, Tensorflow, Numpy, Linear Algebra, Statistics, Machine Learning, Data Science</li>
</ul>
</div>
</div>
</article>
<article class="timeline-entry begin animate-box" data-animate-effect="fadeInBottom">
<div class="timeline-entry-inner">
<div class="timeline-icon color-none">
</div>
</div>
</article>
</div>
</div>
</div>
</div>
</section>
<section class="colorlib-work" data-section="projects">
<div class="colorlib-narrow-content">
<div class="row" style="background-image: url(images/lightgradient.jpg);">
<br>
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">Projects</span>
<h2 class="colorlib-heading animate-box">Recent Work</h2>
</div>
</div>
<div class="row row-bottom-padded-sm animate-box" data-animate-effect="fadeInLeft">
<div class="col-md-12">
<br>
</div>
</div>
<div class="row">
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="project" style="background-image: url(images/morl.jpg);">
<div class="desc">
<div class="con">
<h3><a href="https://github.com/JayakumarPawan/SensorMultiObjectiveOpt" target="_blank">Multi-Objective Sensor Usage Optimization</a></h3>
<span>Research</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="project" style="background-image: url(images/slider.png);">
<div class="desc">
<div class="con">
<h3><a href="https://store.steampowered.com/app/1916890/Slider/" target="_blank">Slider</a></h3>
<span>Video Game based on the 8 puzzle developed in Unity</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="project" style="background-image: url(images/flappy.png);">
<div class="desc">
<div class="con">
<h3><a href="https://github.com/JayakumarPawan/FlappyBird/tree/master" target="_blank">Flappy Bird</a></h3>
<span>Classic Game replica written in Processing 3</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInTop">
<div class="project" style="background-image: url(images/shorts.jpg);">
<div class="desc">
<div class="con">
<h3><a href="https://github.com/HoYeonJ/Content-Recommender-System-Simulation-" target="_blank">Multi Creator Content Reccomendation Simulation</a></h3>
<span>Research</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInBottom">
<div class="project" style="background-image: url(images/crowdsource.jpg);">
<div class="desc">
<div class="con">
<h3><a href="https://github.com/JayakumarPawan/CrowdGan" target="_blank">Crowd Sourced Data Classifications</a></h3>
<span>Research</span>
</div>
</div>
</div>
</div>
</div>
<div class="row">
<br>
</div>
</div>
</section>
<!-- <section class="colorlib-blog" data-section="research">
<div class="colorlib-narrow-content">
<div class="row" style="background-image: url(images/lightgradient.jpg);">
<br>
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">Read</span>
<h2 class="colorlib-heading">Recent Blog</h2>
</div>
</div>
<div class="row">
<div class="col-md-4 col-sm-6 animate-box" data-animate-effect="fadeInLeft">
<div class="blog-entry">
<a href="blog.html" class="blog-img"><img src="images/slider.png" class="img-responsive" alt="HTML5 Bootstrap Template by colorlib.com"></a>
<div class="desc">
<span><small>April 14, 2018 </small> | <small> Web Design </small> | <small> <i class="icon-bubble3"></i> 4</small></span>
<h3><a href="blog.html">Renovating National Gallery</a></h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
<div class="col-md-4 col-sm-6 animate-box" data-animate-effect="fadeInRight">
<div class="blog-entry">
<a href="blog.html" class="blog-img"><img src="images/blog-2.jpg" class="img-responsive" alt="HTML5 Bootstrap Template by colorlib.com"></a>
<div class="desc">
<span><small>April 14, 2018 </small> | <small> Web Design </small> | <small> <i class="icon-bubble3"></i> 4</small></span>
<h3><a href="blog.html">Wordpress for a Beginner</a></h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
<div class="col-md-4 col-sm-6 animate-box" data-animate-effect="fadeInLeft">
<div class="blog-entry">
<a href="blog.html" class="blog-img"><img src="images/blog-3.jpg" class="img-responsive" alt="HTML5 Bootstrap Template by colorlib.com"></a>
<div class="desc">
<span><small>April 14, 2018 </small> | <small> Inspiration </small> | <small> <i class="icon-bubble3"></i> 4</small></span>
<h3><a href="blog.html">Make website from scratch</a></h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-12 animate-box">
<p><a href="#" class="btn btn-primary btn-lg btn-load-more">Load more <i class="icon-reload"></i></a></p>
</div>
</div>
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</section> -->
<section class="colorlib-contact" data-section="socials">
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<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">Explore More</span>
<h2 class="colorlib-heading">My socials</h2>
</div>
</div>
<div class="row">
<br>
<br>
<div class="col-md-5">
<!-- <div class="colorlib-feature colorlib-feature-sm animate-box" data-animate-effect="fadeInLeft">
<div class="colorlib-icon">
<i class="icon-book"></i>
</div>
<div class="colorlib-text">
<p><a href="https://medium.com/@120random.things" target="_blank">Medium Blog</a></p>
</div>
</div> -->
<div class="colorlib-feature colorlib-feature-sm animate-box" data-animate-effect="fadeInLeft">
<div class="colorlib-icon">
<i class="icon-github"></i>
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<div class="colorlib-text">
<p><a href="https://github.com/JayakumarPawan" target="_blank">Github</a></p>
</div>
</div>
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<div class="colorlib-icon">
<i class="icon-mail"></i>
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<p><a>[email protected]</a></p>
</div>
</div>
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