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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Martin Ma</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom stylesfor the website -->
<link href="css/styles.css" rel="stylesheet">
</head>
<body id="page-top">
<!-- Navigation -->
<nav class="navbar navbar-expand-lg navbar-dark colour-gray fixed-top" id="mainNav">
<div class="container">
<a class="navbar-brand js-scroll-trigger" href="#page-top"> Martin Ma </a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#about">About Me</a>
</li>
<li class="nav-item">
<a class="nav-link" href="cv/resume_martin_ma.pdf">Resume</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#publications">Publications</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#projects">Projects</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#experience">Experience</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#contact">Contact Me</a>
</li>
</ul>
</div>
</div>
</nav>
<header class="text-white colour-lightgray">
<div class="container text-center">
<h1 class="master-head pb-5 text-gray">Hi! I'm Martin.</h1>
<div class="container">
<img src="images/martin_ma.jpg" width=400 class="center">
</div>
</div>
</header>
<section id="about">
<div class="container">
<div class="row">
<div class="col-lg-10 mx-auto">
<h2>About Me</h2>
<p class="lead"> I am a master's student in Computational Science and Engineering at Harvard University. I am passionate about developing computational models for autonomous laboratories. Building on top of the current research in <a href="https://www.nature.com/articles/s41586-020-2442-2">robotic chemistry</a>, I wish to develop a robot capable of independently navigating the enormous chemical search space, designing and synthesizing a potentially newly discovered molecule, collecting experimental results, and iterating until the desired material properties are satisfied.
<p class="lead"> Before coming to Harvard, I graduated from Massachusetts Institute of Technology (MIT), majoring in Chemical Engineering. I obtained my undergraduate degree from the University of Waterloo with major in Chemical Engineering, with minor in Artificial Intelligence, and a specialization in Process Modelling, Optimization and Control.
<p class="lead"> I aspire to become an interdisplinary engineer, solving challenges at the intersection of computer science and engineering. I have pursued diverse research and industrial experiences in the areas of autonomous vehicle, wireless sensing, energy, pharmaceutical and more.
<p class="lead"> Please feel free to reach out via <a href="mailto:[email protected]">email</a> - I love talking about my projects.
<ul>
<li><a href="https://github.com/martinzwm" class="lead"> My Github Repository</a></li>
<li><a href="https://www.linkedin.com/in/martinzwm/" class="lead"> My Linkedin</a></li>
</ul>
</p>
</div>
</div>
</div>
</section>
<section id="publications" class="bg-light">
<div class="container">
<div class="row">
<div class="col-12 mb-5 pl-5">
<h2>Publications</h2>
<br>
<ul style="padding-left:20px">
<li> <h5> On the Use of Machine Learning and Deep Learning for Radar-Based Passenger Monitoring </h5> </li>
<p> Hajar Abedi, Martin Ma, Jennifer Yu, James He, Ahmad Ansariyan, George Shaker </p>
<p> IEEE - AP-S/URSI, 2022 </p>
</ul>
</div>
</div>
</div>
</section>
<section id="projects" class="bg-light">
<div class="container">
<div class="row">
<div class="col-12 mb-5 pl-5">
<h2>Projects</h2>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/CheXmentation.jpeg" alt="Card image">
<div class="card-title p-3">
<h5>X-ray Disease Segmentation</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/CheXzero'"> Source Code </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/SXP500.png" alt="Card image">
<div class="card-title p-3">
<h5>Option Pricing with RL</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/Option_Pricing'"> Source Code </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/lane_detection.gif" width=600 alt="Card image"><br/>
<div class="card-title p-3">
<h5>Lane Detection</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/lane-detection'"> Source Code </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/tetris.gif" alt="Card image">
<div class="card-title p-3">
<h5>Tetris.ai</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/tetris-ai'"> Source Code </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/ecommerce.png" alt="Card image">
<div class="card-title p-3">
<h5>E-Commerce Product Classification</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/kaggle_ecommerce'"> Source Code </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/well_design_plot.png" alt="Card image">
<div class="card-title p-3">
<h5>Virtual Metering</h5>
<button type="button" class="btn btn-primary" data-toggle="modal" data-target="#virtual-meter"> More Info </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/fermentation.JPG" alt="Card image">
<div class="card-title p-3">
<h5>Gluten-Free Beer Fermentation Simulation</h5>
<button type="button" class="btn btn-primary" data-toggle="modal" data-target="#fermentation-sim"> More Info </button>
</div>
</div>
</div>
<div class="col-md-6 col-lg-4 p-3">
<div class="card w-100">
<img class="card-img" src="images/path_planner.gif" alt="Card image">
<div class="card-title p-3">
<h5>Path Planner</h5>
<button type="button" class="btn btn-primary" onclick="location.href='https://github.com/martinzwm/path-planner'"> Source Code </button>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Experience -->
<!-- <meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1"> -->
<!-- <link rel='stylesheet prefetch' href='https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css'> -->
<link rel="stylesheet" href="css/style_experience.css">
<!-- <body>
<script src="https://use.typekit.net/bkt6ydm.js"></script>
<script>try{Typekit.load({ async: true });}catch(e){}</script> -->
<div class="container-fluid" id="experience">
<p> </p>
<p> </p>
<div class="row example-split">
<div class="col-12 mb-5 pl-5">
<h2>Timeline</h2>
</div>
<div class="row justify-content-md-center">
<div class="col-xs-10 col-xs-offset-1 col-sm-8 col-sm-offset-2">
<ul class="timeline timeline-split">
<li class="timeline-item">
<div class="timeline-info">
<p><b>Harvard University</b></p>
<p>2022 Sept - 2024 May</p>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title" font-size=10>Started master's program at Harvard!</h5>
<br>
<br>
<br>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>AstraZeneca</b></p>
<p>2022 June - 2022 Aug</p>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title" font-size=10> Technical Consultant</h5>
<p>Developed a real-time locating system (RTLS) prototype to track equipment positions using ultra-wideband (UWB) and integrated with autonomous mobile robots (AMR).</p>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>Massachusetts Institute of Technology</b></p>
<p>2021 Sept - 2022 Aug</p>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title" font-size=10>Started master's program at MIT!</h5>
<br>
<br>
<br>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>University of Waterloo</b></p>
<p>2016 Sept - 2021 June</p>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title" font-size=10>Graduated from University of Waterloo</h5>
<br>
<br>
<br>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>Wireless Sensors and Devices Lab</b></p>
<p>2020 Sept - 2021 Jan</p>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title" font-size=10>Machine Learning Intern</h5>
<p>Developed a convolutional LSTM network to localize passenger and classify occupant type using multi-input multi-output (MIMO) frequency modulated continuous wave (FMCW) radar, improved accuracy by 20% compared to the previous method.</p>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>Autonomous Vehicle Lab</b></p>
<span>2020 May - Aug</span>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title">Machine Learning Intern</h5>
<p>Implemented an active learning framework for LiDAR-based 3D object detection and improved sample efficiency by 5% through designing uncertainty-based acquisition functions.</p>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>Suncor Energy</b></p>
<span>2019 Sept - Dec</span>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title">Data Analyst Intern</h5>
<p>Reduced unreachable underground oil field temperature prediction error by 30% through constructing a physics-based neural network, this led to 1.3 million $ annual benefit.</p>
</div>
</li>
<li class="timeline-item">
<div class="timeline-info">
<p><b>Petro-Canada Lubricants</b></p>
<span>2019 Jan - Apr</span>
</div>
<div class="timeline-marker"></div>
<div class="timeline-content">
<h5 class="timeline-title">Process Engineering Intern</h5>
<p>Reduced plant power consumption by 12% through optimizing the plant controller operating functions based on the cost/benefit analysis.</p>
</div>
</li>
</ul>
</div>
</div>
</div>
</div>
</div>
</body>
<!-- Modals -->
<div class="modal fade" id="virtual-meter" tabindex="-1" role="dialog" aria-labelledby="tetris-neural-net" aria-hidden="true">
<div class="modal-dialog modal-lg modal-dialog-centered" role="document">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title" id="tetris-title">Virtual Metering</h5>
<button type="button" class="close" data-dismiss="modal" aria-label="Close">
<span aria-hidden="true">×</span>
</button>
</div>
<div class="modal-body">
<div class="col">
<p class="lead">Due to confidentiality, the source code cannot be publically revealed. However, if you have any question, you can always email me <a href="mailto:[email protected]">here</a>. </p>
</div>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-dismiss="modal">Close</button>
</div>
</div>
</div>
</div>
<div class="modal fade" id="fermentation-sim" tabindex="-1" role="dialog" aria-labelledby="tetris-neural-net" aria-hidden="true">
<div class="modal-dialog modal-lg modal-dialog-centered" role="document">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title" id="tetris-title">Gluten-Free Beer Fermentation Simulation</h5>
<button type="button" class="close" data-dismiss="modal" aria-label="Close">
<span aria-hidden="true">×</span>
</button>
</div>
<div class="modal-body">
<div class="col">
<p class="lead">I am currently working on this project with my group and Professor Christine Moresoli, source code will be released upon the completion of the project. If you have any question, you can always email me <a href="mailto:[email protected]">here</a>. </p>
</div>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-dismiss="modal">Close</button>
</div>
</div>
</div>
</div>
<footer class="py-4 bg-dark" id="contact">
<div class="container">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-white">Contact Me</h2>
<p class="lead text-white">You can always email me <a href="mailto:[email protected]">here </a> if you want to get in touch or work on a project together!</p>
</div>
</div>
</div>
</footer>
<!-- Bootstrap core JavaScript -->
<script src="vendor/jquery/jquery.min.js"></script>
<script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<!-- Plugin JavaScript -->
<script src="vendor/jquery-easing/jquery.easing.min.js"></script>
<!-- Custom JavaScript for this theme -->
<script src="js/scrolling-nav.js"></script>
</body>
</html>