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<!DOCTYPE html>
<html class="no-js" lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Ethan Ooi</title>
<link rel="shortcut icon" href="favicon.ico" type="image/x-icon">
<link rel="icon" href="favicon.ico" type="image/x-icon">
<link href="https://fonts.googleapis.com/css?family=Lato:300,400,700,900" rel="stylesheet">
<link rel="stylesheet" href="libs/font-awesome/css/font-awesome.min.css">
<link href="css/bootstrap.min.css" rel="stylesheet">
<link href="css/styles.css" rel="stylesheet">
</head>
<body>
<div id="mobile-menu-open" class="shadow-large">
<i class="fa fa-bars" aria-hidden="true"></i>
</div>
<!-- End #mobile-menu-toggle -->
<header>
<div id="mobile-menu-close">
<span>Close</span> <i class="fa fa-times" aria-hidden="true"></i>
</div>
<ul id="menu" class="shadow">
<li>
<a href="#about">About</a>
</li>
<li>
<a href="#experience">Experience</a>
</li>
<li>
<a href="#education">Education</a>
</li>
<li>
<a href="#projects">Projects</a>
</li>
<li>
<a href="#skills">Skills</a>
</li>
<li>
<a href="#contact">Contact</a>
</li>
</ul>
</header>
<!-- End header -->
<div id="lead">
<div id="lead-content">
<h1>Ethan Ooi</h1>
<h2>Machine Learning and Data Science Enthusiast</h2>
<a href="images/resume.pdf" download="resume.pdf" class="btn-rounded-white">Download Resume</a>
</div>
<!-- End #lead-content -->
<div id="lead-overlay"></div>
<div id="lead-down">
<span>
<i class="fa fa-chevron-down" aria-hidden="true"></i>
</span>
</div>
<!-- End #lead-down -->
</div>
<!-- End #lead -->
<div id="about">
<div class="container">
<div class="row">
<div class="col-md-4">
<h2 class="heading">About Me</h2>
<!-- <img src="images/froggo-drip.jpg"width="300" height="300" /> -->
</div>
<div class="col-md-8">
<br>
<p>
<br>
I am a creative and resourceful software engineer with an interest in the practical uses of collecting and refining data, and a passion in the creative discovery and productionization of neural networks.
<br><br>
I have strong communication and interpersonal skills. I am confident in my ability to empower teams, resolve personal conflicts, and communicate my ideas in a down-to-earth manner. My track record for personal skills stems from my large prior involvement in leading musical groups for performance and recording. I have further developed these skills through AGILE leadership during my work experience.
</p>
<br>
<p>
I love linux and the open source movement, I run mostly only open source software, and use a unix based operating system as my daily driver.
</p>
<br>
<p>
I am a performing, recording, and producing musician for 10+ Years, Interpreter of Progressive Jazz and Classical, sometimes with a little bit of metal sprinkled in. Addition and Upkeep of repertoire needed often. <br> Dozens of bands throughout all my years of experience, can be found on my Soundcloud or Spotify
</p>
<br>
<p>
Consistently placing Top 30 in Official Tournaments in the 1v1 Esport "Brawlhalla". Upkeep of mechanical and psychological skills needed to outplay opponents.
</p>
</div>
</div>
</div>
</div>
<!-- End #about -->
<div id="experience" class="background-alt">
<h2 class="heading">Experience</h2>
<div id="experience-timeline">
<div data-date="ONGOING">
<h3>Lemon.io</h3>
<h4>Freelance ML Engineer</h4>
<p>
Custom end to end Machine Learning Solutions. <br>
Computer Vision, NLP, Sentiment, Anomilee and Event Detection <br> Contact me for more information!
</p>
</div>
<div data-date="April 2021 - PRESENT">
<h3>Regov Technologies</h3>
<h4>AI Developer</h4>
<p>
Developing custom AI/ML solutions to deliver a call-center-replacement as a service platform. <br> AI Powered Voice and Text chatbots for banking and insurance agency <br>
Introducing Google Dialogflow into a Amazon Web Services environment to increase chatbot supported language count from 1 to 50+ <br>Architects all Linux, Git, and CI/CD Processes to automatically deploy a custom bot in 4 weeks.
</p>
</div>
<div data-date="September 2020 - April 2021">
<h3>Axiata Group Berhad</h3>
<h4>Job Title</h4>
<p>
Terabytes of international cell-tower analytics through location planning for new cell towers. Delivered a robust ETL Pipeline to ingest data over multiple sources and generated direct and sales value
</p>
</div>
<div data-date="October 2019 - March 2020">
<h3>Atmos International</h3>
<h4>Associate Machine Learning Engineer</h4>
<p>
Delivered AIGA- automated gas pipeline compressor control through custom reinforcement learning agent, with genetic mutations of neural networks
</p>
</div>
<div data-date="June 2019 - August 2019">
<h3>Microsoft Research Labs Asia</h3>
<h4>Machine Learning Research Intern</h4>
<p>
Researched for Agricultural Bank of China in dealing with credit-score estimation and fraud-ring detection using graph databases. Embedding, CNNs, Reinforcement Learning, and Adversarial Networks were applied in a graph database structure.
</p>
<a href="images/Placement_Report.pdf">View Research Report</a>
</div>
</div>
</div>
<!-- End #experience -->
<div id="education">
<h2 class="heading">Education</h2>
<div class="education-block">
<h3>University of Manchester</h3>
<span class="education-date">Sept 2019 - May 2020</span>
<h4>Masters of Engineering in Computer Science (3.7 GPA)</h4>
<ul>
<li>
Business Study into the Infrastructure and end-to-end deployment and management of Neural Network as a Service. <a href="https://documents.manchester.ac.uk/display.aspx?DocID=51076">(MCEL 40042)</a>
</li>
<li>
Practical apprenticeship for the development of a Neural Network as a Service (See: Experience>Atmos International)
</li>
<li>
Machine Learning based Genetic and Healthcare Bioinformatics Specialization
</li>
</ul>
</div>
<!-- End .education-block -->
<div class="education-block">
<h3>University of Manchester</h3>
<span class="education-date">Sept 2016 - May 2019</span>
<h4>Bachelor of Engineering in Computer Science (4.0 GPA)</h4>
<ul>
<li>
Strong foundation in Logic, Proofs, and Algorithms and their Complexities
</li>
<li>
Complete background of the Math of Machine Learning
</li>
<li>
Symbolic AI and Ontology to better reason with active control and grammar based AI
</li>
</ul>
</div>
<!-- End .education-block -->
</div>
<!-- End #education -->
<div id="projects" class="background-alt">
<h2 class="heading">Projects</h2>
<div class="container">
<div class="row">
<div class="project shadow-large">
<div class="project-image">
<img src="images/horns.png" />
</div>
<!-- End .project-image -->
<div class="project-info">
<h3>Hornstat</h3>
<ul>
<li>
Brawlhalla is a 1v1 platform fighting game. I am ranked 300 global and place consistently top 30 in official tournaments
</li>
<li>
Lead team to deliver Discord Bot to interact with the Brawlhalla API
</li>
<li>
Dominates Over 500 servers, spanning 80,000+ users (We have most dominant market share)
</li>
<li>
Work with and coordinate UI Designer, Data Engineer, work closely with marketing and outreach
</li>
<li>
Develop my own Data Science heuristics to extract information from raw data. Lead release and feature planning
</li>
</ul>
<a href="https://discord.com/api/oauth2/authorize?client_id=769788909806682132&permissions=0&scope=bot">Bot Invite</a>
</div>
<!-- End .project-info -->
</div>
<!-- End .project -->
<div class="project shadow-large">
<div class="project-image">
<img src="images/moog.png" />
</div>
<!-- End .project-image -->
<div class="project-info">
<h3>Generative Music</h3>
<p>
Inspired by Brian Eno's Work, I Generate an endless stream of “musical wallpaper” with constraints to modal rules of harmony and voice leading. <br> Stochastic processes based on common chord progressions and key changhe functions.
</p>
<a href="https://gee842.github.io/genmusic/">Come listen to infinite generated music</a> <br>
<a href="https://github.com/gee842/genmusic/blob/master/GENERATIVE%20MUSIC-%20Final%20Report.pdf">View Research Paper</a> <br>
<a href="https://github.com/gee842/genmusic/">View or Contribute to Source</a>
</div>
<!-- End .project-info -->
</div>
<!-- End .project -->
<div class="project shadow-large">
<div class="project-image">
<img src="images/music.png" />
</div>
<!-- End .project-image -->
<div class="project-info">
<h3>Performing Producing and Recording Musician for 10+ Years</h3>
<p>
20+ Bands, Spotify (And all major Distro platforms), Soundcloud and Youtube Channel
</p>
<div class="col-sm-4 social">
<ul>
<li>
<a href="https://soundcloud.com/froggovroom" target="_blank"><i class="fa fa-soundcloud" aria-hidden="true"></i></a>
</li>
<li>
<a href="https://www.youtube.com/channel/UCa_b1Hel3qpq-KWEA4bivMA" target="_blank"><i class="fa fa-youtube" aria-hidden="true"></i></a>
</li>
<li>
<a href="https://open.spotify.com/artist/0vj8m1KjIoVv8Hwe9vRUAi?si=353548edb00746bd" target="_blank"><i class="fa fa-spotify" aria-hidden="true"></i></a>
</li>
</ul>
</div>
</div>
<!-- End .project-info -->
</div>
<!-- End .project -->
</div>
</div>
</div>
<!-- End #projects -->
<div id="skills">
<h2 class="heading">Skills</h2>
<ul>
<li>Python</li>
<li>Go</li>
<li>Java</li>
<li>Tensorflow</li>
<li>Pandas</li>
<li>Linux/Bash</li>
<li>CI/CD</li>
<li>AWS Lambda</li>
<li>AWS EC2</li>
<li>AWS Connect</li>
<li>GCP Dialogflow</li>
<li>GCP Firebase</li>
<li>GCP Text to Speech</li>
<li>GCP Speech to Text</li>
<li>GCP Big Query</li>
<li>Voximplant Telephony Gateway</li>
</ul>
</div>
<!-- End #skills -->
<div id="contact">
<h2>Get in Touch</h2>
<div id="contact-form">
<form method="POST" action="https://formspree.io/f/xayaanza">
<input type="hidden" name="_subject" value="Contact request from personal website" />
<input type="email" name="_replyto" placeholder="Your email" required>
<textarea name="message" placeholder="Your message" required></textarea>
<button type="submit">Send</button>
</form>
</div>
<!-- End #contact-form -->
</div>
<!-- End #contact -->
<footer>
<div class="container">
<div class="row">
<div class="col-sm-5 copyright">
<p>
Copyright © 2021 ETHAN OOI
</p>
</div>
<div class="col-sm-2 top">
<span id="to-top">
<i class="fa fa-chevron-up" aria-hidden="true"></i>
</span>
</div>
<div class="col-sm-5 social">
<ul>
<li>
<a href="https://github.com/gee842/" target="_blank"><i class="fa fa-github" aria-hidden="true"></i></a>
</li>
<li>
<a href="https://www.linkedin.com/in/ethan-ooi/" target="_blank"><i class="fa fa-linkedin" aria-hidden="true"></i></a>
</li>
<li>
<a href="https://www.youtube.com/channel/UCa_b1Hel3qpq-KWEA4bivMA" target="_blank"><i class="fa fa-youtube" aria-hidden="true"></i></a>
</li>
<li>
<a href="https://open.spotify.com/artist/0vj8m1KjIoVv8Hwe9vRUAi?si=353548edb00746bd" target="_blank"><i class="fa fa-spotify" aria-hidden="true"></i></a>
</li>
</ul>
</div>
</div>
</div>
</footer>
<!-- End footer -->
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="js/scripts.min.js"></script>
</body>
</html>