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<!DOCTYPE html>
<html>
<head>
<title>George Ke</title>
<meta text="utf-8">
<link href="assets/css/common.css" type="text/css" rel="stylesheet" />
<link href="assets/css/resume.css" type="text/css" rel="stylesheet" />
<link rel="shortcut icon" href="assets/img/gitpp.png">
</head>
<body>
<nav>
<div class="nav-container">
<ul class="menu">
<li id="home">GEORGE KE</li>
<li>
<a href="index.html">HOME</a>
</li>
<li>
<a href="portfolio.html">PROJECTS</a>
</li>
<li>
<a href="resume.html">RESUME</a>
</li>
<li>
<a href="photos.html">PHOTOS</a>
</li>
<li>
<a href="blog.html">BLOG</a>
</li>
</ul>
<ul class="contacts">
<li>
<a href="mailto:georgekeee@gmail.com">
<img src="assets/img/brand/mail.png" alt="email">
</a>
</li>
<li>
<a href="https://www.linkedin.com/in/gkeee/" target="_blank">
<img src="assets/img/brand/linkedin.png" alt="linkedin">
</a>
</li>
<li>
<a href="https://github.com/georgeke" target="_blank">
<img src="assets/img/brand/github.png" alt="github">
</a>
</li>
</ul>
</div>
</nav>
<article>
<h1>EDUCATION</h1>
<p><b>University of Waterloo</b>, Bachelors of Computer Science, Combinatorics and Optimization Minor, 2013 - 2018</p>
<p>Dean Honour's List with Distinction</p>
<p>Relevant Courses: Data Structures and Data Management, Algorithms, User Interfaces, Object-Oriented Software</p>
<h1>EXPERIENCE</h1>
<p><b>Instagram</b>, Software Engineer - Security & Privacy Team, Fall 2019 - Present, New York, NY</p>
<ul>
<li>Building infrastructure to improve security in our product features, such as end to end password encryption and user authentication with cryptography</li>
</ul>
<p><b>Instagram</b>, Software Engineer - Feed Delivery Team, Fall 2018 - Fall 2019, New York, NY</p>
<ul>
<li>Developing a reliable & efficient platform that ties in ads, ranking, and organic content to be delivered to the ciient</li>
<li>Personalization of feed parameters with adaptive experimentation and A/B testing</li>
</ul>
<p><b>Instagram</b>, Software Engineer - Core Services Team, Fall 2017, Menlo Park, CA</p>
<ul>
<li>Built features for a new query syntax on Instagram’s graph API in Python/C++; added Python typing to the entire API</li>
<li>Developed a Python logic comparator framework to safely test critical codepath changes in production (e.g. new privacy policies)</li>
</ul>
<p><b>Facebook</b>, Software Engineer - Core Data Team, Winter 2017, Seattle, WA</p>
<ul>
<li>Built a data consistency verification service in C++ for ZippyDB, a distributed key-value store backed with RocksDB</li>
<li>The service continuously schedules snapshotting of data stores to compute checksums and detect inconsistencies across all replicated shards</li>
</ul>
<p><b>Airbnb</b>, Data Engineer - Data Tools Team, Summer 2016, San Francisco, CA</p>
<ul>
<li>Built a mapping platform in ReactJS for dynamically visualizing and clustering points on a world map for an open-source dashboarding tool Caravel</li>
<li>Designed and built a framework for applying algorithms on time series data for anomaly detection (ETL from MySQL to Hadoop with Hive); implemented algorithms such as Holt-Winters in Python</li>
<li>Drew quantitative insights through analysis of booking and market data for deciding a key business expansion; built a Hive pipeline feeding into a dashboard to present results</li>
</ul>
<p><b>SigOpt</b>, Software Engineer, Fall 2015, San Francisco, CA</p>
<ul>
<li>Designed and implemented hyperparameter optimization algorithms for improving machine learning models</li>
<li>Used d3.js to develop interactive data visualizations and statistical research tools to analyze performance regressions</li>
<li>Created a framework for evaluating SigOpt’s efficacy in tuning various machine learning algorithms</li>
</ul>
<p><b>Toast</b>, Software Engineer, Winter 2015, Boston, MA</p>
<ul>
<li>Took the technical lead in developing the online food ordering platform in AngularJS and Java Play Framework</li>
<li>Designed a public REST API to support all menu views, orders, and transactions on the platform</li>
<li>Created a live-updating dashboard of user-generated Android events using Elasticsearch clusters of millions of daily data points</li>
</ul>
<p><b>SAP SE</b>, Developer, Summer 2014, Markham, ON</p>
<ul>
<li>Improved the system’s backend involving the Spring Framework and SQL</li>
<li>Resolved web issues dealing with Ext JS and cross-browser compatibility</li>
</ul>
<h1>PROJECTS</h1>
<p><b>Aubrey</b> - Python, Flask, scikit-learn, NLTK</p>
<ul>
<li>Experimenting with clustering and natural language processing techniques to build a model that answers user-entered questions with a relevant Drake lyric</li>
</ul>
<p><b>Chromyo</b> - Myo SDK, JavaScript</p>
<ul>
<li>Chrome Extension to control your browser using the Thalmic Myo</li>
</ul>
<p><b>Flick</b> - Android, Java</p>
<ul>
<li>Control audio playing from any music application by tilting your device</li>
<li>Ran a beta testing group with 1000+ members to improve features</li>
<li><a target="_blank" href="goo.gl/YjJTUp">Google Play Store</a></li>
</ul>
<p><b>Typeractive</b> - JavaScript, PHP, Mongo</p>
<ul>
<li>Typing speed test with hundreds of auto-generated topics</li>
<li>Generated paragraphs from Wikipedia articles with the MediaWiki API</li>
</ul>
<p><b>Peace Corps Connect</b> - Android, Java, Parse</p>
<ul>
<li>Analyzed Peace Corps listings to create Tinder-like cards, matching users with jobs</li>
<li><a target="_blank" href="goo.gl/eVbNWj">Hackathon Showcase</a></li>
</ul>
<h1>SKILLS</h1>
<p><b>Languages:</b>
Python, JavaScript/HTML/CSS, SQL, Java, C++/C, PHP, Racket
</p>
<p><b>Technologies:</b>
ReactJS, AngularJS, Flask, Hive, AWS
</p>
<h1>PAPERS</h1>
<ul>
<li>
Ian Dewancker, Michael McCourt, Scott Clark, Patrick Hayes, Alexandra Johnson, George Ke.
<a target="_blank" href="https://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxhdXRvbWwyMDE2fGd4OjNjZTU5YzQxZWQ5YzVkMGQ">A Strategy for Ranking Optimization Methods using Multiple Criteria</a>. Presented at ICML 2016, July 2016
</li>
<li>
Ian Dewancker, Michael McCourt, Scott Clark, Patrick Hayes, Alexandra Johnson, George Ke.
<a target="_blank" href="http://arxiv.org/abs/1605.06170">Evaluation System for a Bayesian Optimization Service</a>. Presented at ICML 2016, May 2016
</li>
<li>
Ian Dewancker, Michael McCourt, Scott Clark, Patrick Hayes, Alexandra Johnson, George Ke.
<a target="_blank" href="http://arxiv.org/abs/1603.09441">A Stratified Analysis of Bayesian Optimization Methods</a>. SigOpt, March 2016
</li>
</ul>
</article>
</body>
</html>