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<!DOCTYPE html>
<html>
<head>
<title>Michelle Heeyeon Yoo</title>
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<li><a href="#" class="w3-hover-none w3-hover-text-grey w3-padding-large">HOME</a></li>
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<ul>
<li><a href="#" class="teal small">Mathematics</a></li>
<li><a href="#" class="darkbrown medium">Linear Algebra</a></li>
<li><a href="#" class="darkteal medium">Computer Science</a></li>
<li><a href="#" class="brown small">Algorithms</a></li>
<li><a href="#" class="teal medium">Statistics</a></li>
<li><a href="#" class="darkbrown small">Probability</a></li>
<li><a href="#" class="teal medium">Business</a></li>
<li><a href="#" class="large darkbrown ">Data Science</a></li>
<li><a href="#" class="teal small">Supervised Learning</a></li>
<li><a href="#" class="darkbrown medium">Data Analytics</a></li>
<li><a href="#" class="brown medium">Clustering</a></li>
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<li><a href="#" class="brown large">NLP</a></li>
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<li><a href="#" class="teal medium">Classification</a></li>
<li><a href="#" class="darkbrown small">R</a></li>
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<h2 class="w3-wide"><i class="glyphicon glyphicon-user w3-margin-right w3-xlarge w3-text-teal"></i>ABOUT</h2>
<p class="w3-opacity"><i>Aspiring Data Scientist / Machine Learning Researcher</i></p>
<br>
<div class="w3-row-padding">
<div class="w3-twothird">
<p class="w3-justify">Hi, my name is Michelle. I am a third year University of Waterloo student studying Computer Science and Statistics with Business option.</p>
<p class="w3-justify">I am passionate in learning about the evolving field of data science and machine learning. I have enrolled in relevant courses both in school and through online resources to solidify my foundation. I also enjoy reading related books and research papers which helps me keep up with the latest technologies and researches.
<p class="w3-justify">I am in co-op program where I alternate study and work terms throughout my undergrad career. Most of my experiences are focused around working with data. I developed understanding in various data science and machine learning concepts such as Deep Learning, Speech Recognition, Natural Language Processing, Text Analytics, Social Data Analytics and Data Engineering through my internships. The details of my work experience can be found in the next section.</p>
</div>
<div class="w3-third">
<p class="w3-large"><b>Programming Proficiency</b></p>
<p>Python</p>
<div class="w3-progress-container w3-round-xlarge w3-small">
<div class="w3-progressbar w3-round-xlarge w3-teal" style="width:95%">
</div>
</div>
<br>
<p>C++</p>
<div class="w3-progress-container w3-round-xlarge w3-small">
<div class="w3-progressbar w3-round-xlarge w3-teal" style="width:95%">
</div>
</div>
<br>
<p>R</p>
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<div class="w3-progressbar w3-round-xlarge w3-teal" style="width:85%">
</div>
</div>
<br>
<p>Java</p>
<div class="w3-progress-container w3-round-xlarge w3-small">
<div class="w3-progressbar w3-round-xlarge w3-teal" style="width:80%">
</div>
</div>
</div>
</div>
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<!-- The Experience Section -->
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<div class="w3-container w3-content w3-padding-64" style="max-width:800px">
<h2 class="w3-wide w3-center"><i class="fa fa-suitcase fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i>WORK EXPERIENCE</h2>
<p class="w3-opacity w3-center"><i>I am in co-op program where I alternate study and work terms throughout my undergrad career.</i></p><br>
<ul class="w3-ul w3-border w3-white w3-text-grey">
<div class="w3-container">
<br>
<div class="w3-col" style="width:70%">
<a href="http://www.scotiabank.com/ca/en/0,1091,5,00.html" target="_blank"><img src="scotia.jpg" alt="Image" class="w3-left w3-margin-right"" height="60" width="60"></a>
<h5 class="w3-normal"><b>Data Engineer</b></h5>
<h6 class="w3-normal">Scotiabank - Network Analytics & Machine Learning</h6>
</div>
<div class="w3-col" style="width:30%">
<br>
<h6 class="w3-text-teal"><i class="fa fa-calendar fa-fw w3-margin-right"></i>Jan 2017 - <span class="w3-tag w3-teal w3-round">Current</span></h6>
</div>
<div class="w3-content w3-container">
<br>
<p>• Applied graph theory and statistical analysis to provide actionable insights to internal clients</p>
<p>• Designed algorithms based on natural language processing and machine learning</p>
<p>• Gained working knowledge of the Hadoop ecosystem to tackle real world big data questions</p>
<p>• Built and optimized data flows to bridge other systems with the Hadoop platform</p>
</div>
<hr>
</div>
<div class="w3-container">
<div class="w3-col" style="width:70%">
<a href="http://mindslab.ai" target="_blank"><img src="mindslab.png" alt="Image" class="w3-left w3-margin-right"" height="60" width="60"></a>
<h5 class="w3-normal"><b>Data Scientist</b></h5>
<h6 class="w3-normal">MINDs Lab - Analytics Technology Division</h6>
</div>
<div class="w3-col" style="width:30%">
<br>
<h6 class="w3-text-teal"><i class="fa fa-calendar fa-fw w3-margin-right"></i>Aug 2015 - Apr 2016</h6>
</div>
<div class="w3-content w3-container">
<br>
<p>• Gained solid understanding in Data Science through joint projects with Samsung, ING and LG</p>
<p>• Researched and applied various algorithms for Text Classification: TF-IDF, K-Means and Deep Learning</p>
<p>• Developed working knowledge in Speech Recognition and NLP through transcription of customer calls </p>
<p>• Enhanced the Text Analytics application by implementing document summarization scripts in Python</p>
</div>
<hr>
</div>
<div class="w3-container">
<div class="w3-col" style="width:70%">
<a href="http://mindslab.ai" target="_blank"><img src="mindslab.png" alt="Image" class="w3-left w3-margin-right"" height="60" width="60"></a>
<h5 class="w3-normal"><b>Big Data Mangement Intern</b></h5>
<h6 class="w3-normal">MINDs Lab - Analytics Technology Division</h6>
</div>
<div class="w3-col" style="width:30%">
<br>
<h6 class="w3-text-teal"><i class="fa fa-calendar fa-fw w3-margin-right"></i>May 2014 - Aug 2014</h6>
</div>
<div class="w3-content w3-container">
<br>
<p>• Built and distributed monthly analysis reports for Facebook pages of LG Electronics, Samsung Electronics</p>
<p>• Researched and analyzed market trends in various industries to develop Big Data platform engine</p>
<p>• Developed understanding about Big Data while completing Big Data Decision Science Certificate Course</p>
<p>• Acquired working knowledge with data analysis tools including MINDs Insight, Tableau, UberVU</p>
</div>
<hr>
</div>
<div class="w3-container">
<div class="w3-col" style="width:70%">
<a href="https://www.tdcanadatrust.com/" target="_blank"><img src="td.png" alt="Image" class="w3-left w3-margin-right"" height="60" width="60"></a>
<h5 class="w3-normal"><b>IT Business Analyst</b></h5>
<h6 class="w3-normal">TD Bank - Debit Payment Team</h6>
</div>
<div class="w3-col" style="width:30%">
<br>
<h6 class="w3-text-teal"><i class="fa fa-calendar fa-fw w3-margin-right"></i>Jan 2015 - Apr 2015</h6>
</div>
<div class="w3-content w3-container">
<br>
<p>• Assessed application, organization and document readiness for application deployment</p>
<p>• Closely worked with developers to plan initiative deployments and define the deployment requirements</p>
<p>• Created Implementation Notice for each change request and communicated to other departments</p>
<p>• Created Visio Work Flow model for job processes of Access Card and ATM applications</p>
</div>
</div>
<br>
</ul>
</div>
</div>
</div>
<!-- The Project Section -->
<div class="w3-black" id="project">
<div class="w3-container w3-content w3-padding-64" style="max-width:800px">
<h2 class="w3-wide w3-center"><i class="glyphicon glyphicon-file w3-margin-right w3-xlarge w3-text-teal"></i>PROJECTS</h2>
<p class="w3-opacity w3-center"><i>I have worked on a few projects in the past. See below to learn more about them!</i></p><br>
<div class="w3-row-padding w3-padding-32" style="margin:0 -16px">
<div class="w3-third w3-margin-bottom">
<img src="chessboard.png" alt="Chess" style="width:100%" class="w3-hover-opacity">
<div class="w3-container w3-white">
<br>
<p><b>Chess Game (C++)</b></p>
<p class="w3-opacity">July 10 - July 24, 2016</p>
<p>Strategic traditional chess game with A.I. options</p>
<button class="w3-btn w3-margin-bottom" onclick="document.getElementById('chessproject').style.display='block'" class="w3-btn w3-hover-light-grey">View</button>
</div>
</div>
<div class="w3-third w3-margin-bottom">
<img src="datafest.png" alt="DataFest" style="width:100%; height:50%" class="w3-hover-opacity">
<div class="w3-container w3-white">
<br>
<p><b>DataFest</b></p>
<p class="w3-opacity">May 5 - May 7, 2017</p>
<p>48-hour Data Hackathon<br><br></p>
<button class="w3-btn w3-margin-bottom" onclick="document.getElementById('datafest').style.display='block'" class="w3-btn w3-hover-light-grey">View</button>
</div>
</div>
<div class="w3-third w3-margin-bottom">
<img src="question.png" alt="Coming Soon" style="width:100%" class="w3-hover-opacity">
<div class="w3-container w3-white">
<br>
<p><b>Coming Soon</b></p>
<p class="w3-opacity"><br><br></p>
<p><br></p>
<button class="w3-btn w3-margin-bottom" class="w3-btn w3-hover-light-grey">View</button>
</div>
</div>
</div>
<a href='3BResume.pdf' download>
<button class="w3-btn w3-right w3-light-grey w3-padding-large w3-section w3-hover-grey">
<i class="fa fa-download"></i> Download Resume
</button>
</a>
</div>
</div>
<!-- Chess Modal -->
<div id="chessproject" class="w3-modal">
<div class="w3-modal-content w3-animate-zoom">
<div class="w3-container w3-black">
<span onclick="document.getElementById('chessproject').style.display='none'" class="w3-closebtn w3-xxlarge w3-hover-text-grey">x</span>
<h1>Chess Game (C++)</h1>
</div>
<div class="w3-container">
<a href="https://github.com/TimBaek/Chess" target="_blank">
<img src="chessboard.png" alt="Chess" style="width:100%" class="w3-hover-opacity">
</a>
<br>
<h5>• Developed Chess game with two partners as final project for academic coursework (attained 96%)</h5>
<h5>• Applied various design patterns, mostly focused on Model-View-Controller Pattern</h5>
<h5>• Implemented Computer(with up to AI level 3) and View(both Text and Graphic Displays) classes</h5>
<h5>• Co-operated with partners to implement Board(Model) class</h5>
<h5>• Designed UML diagram to to model the processes of the system</h5>
<br>
</div>
</div>
</div>
<!-- DataFest Modal -->
<div id="datafest" class="w3-modal">
<div class="w3-modal-content w3-animate-zoom">
<div class="w3-container w3-black">
<span onclick="document.getElementById('datafest').style.display='none'" class="w3-closebtn w3-xxlarge w3-hover-text-grey">x</span>
<h1>DataFest</h1>
</div>
<div class="w3-container">
<a href="https://github.com/michellehy95/DataFest" target="_blank">
<img src="datafest_full.png" alt="DataFest" style="width:100%" class="w3-hover-opacity">
</a>
<br><br>
<h5>• Received Honorable Mention in Data Hackathon sponsored by organizations such as Google, ASA and UWaterloo</h5>
<h5>• Analyzed Expedia data using Python to understand the various customer behavior patterns based on customer clicks and bookings</h5>
<br>
</div>
</div>
</div>
<!-- The Contact Section -->
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<h2 class="w3-wide w3-center"><i class="fa fa-phone fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i>CONTACT</h2>
<p class="w3-opacity w3-center"><i>Let's get in touch!</i></p>
<div class="w3-row w3-padding-32">
<div class="w3-col m6 w3-large w3-margin-bottom">
<i class="fa fa-map-marker" style="width:30px"></i> Waterloo, Canada<br>
<i class="fa fa-phone" style="width:30px"></i> Phone: 1-416-569-5797<br>
<i class="fa fa-envelope" style="width:30px"> </i> Email: h23yoo at uwaterloo.ca<br>
</div>
<div class="w3-col m6">
<form action="form.asp" target="_blank">
<div class="w3-row-padding" style="margin:0 -16px 8px -16px">
<div class="w3-half">
<input class="w3-input w3-border" type="text" placeholder="Name" required name="Name">
</div>
<div class="w3-half">
<input class="w3-input w3-border" type="text" placeholder="Email" required name="Email">
</div>
</div>
<input class="w3-input w3-border" type="text" placeholder="Message" required name="Message">
<button class="w3-btn w3-section w3-right" type="submit">SEND</button>
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</div>
</div>
<!-- End Page Content -->
</div>
<!-- Footer -->
<footer class="w3-container w3-padding-64 w3-center w3-opacity w3-light-grey w3-xlarge">
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