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<!DOCTYPE html>
<html lang="en-US">
<head>
<meta charset='utf-8'>
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width,maximum-scale=2">
<link rel="stylesheet" type="text/css" media="screen" href="/assets/css/style.css?v=61234a4e8c34cd66a30bc1445578fc3b60ce436f">
<style type="text/css">
#main_content {
font-size: 18px;
font-weight: 300;
}
</style>
<!-- Begin Jekyll SEO tag v2.6.1 -->
<title>安 迪 Andy</title>
<meta name="generator" content="Jekyll v3.9.0" />
<meta property="og:title" content="安 迪 Andy" />
<meta name="author" content="Andy" />
<meta property="og:locale" content="en_US" />
<link rel="canonical" href="https://andy814.github.io/" />
<meta property="og:url" content="https://andy814.github.io/" />
<meta property="og:site_name" content="安 迪 Andy" />
<script type="application/ld+json">
{"@type":"WebSite","publisher":{"@type":"Organization","logo":{"@type":"ImageObject","url":"https://github.com/andy814/andy814.github.io/blob/main/andy20191115.jpg?raw=true"},"name":"Andy"},"author":{"@type":"Person","name":"Andy"},"headline":"安 迪 Di An","url":"https://andy814.github.io/","name":"安 迪 Di An","@context":"https://schema.org"}</script>
<!-- End Jekyll SEO tag -->
</head>
<body>
<!-- HEADER -->
<div id="header_wrap" class="outer">
<header class="inner">
<!--a id="forkme_banner" href="https://github.com/andy814/andy814.github.io">View on GitHub</a-->
<h1 id="project_title">安 迪 | Andy</h1>
<h2 id="project_tagline"></h2>
</header>
</div>
<!-- MAIN CONTENT -->
<div id="main_content_wrap" class="outer">
<section id="main_content" class="inner">
<p><img src="andy20191115.jpg" width="50%" /></p>
<h3 id="about-me">About me</h3>
<p>
Hi! I'm a software developer at Cisco. I got my Bachelor's degree at Jilin University, and got my Master's at the University of Waterloo. You can find my github repos <a href="https://github.com/andy814?tab=repositories">here</a>. </p>
<p> Skills:
<ul>
<li>Popular programming languages (C, C++, Java, Python)</li>
<li>Understanding of software engineering processes, tools, and data structures</li>
<li>Experience in network programming</li>
<li>Experience in common ML toolkits and libraries such as Keras and Scikit-learn</li>
</ul>
<h3 id="work">Work</h3>
<p><strong>Cisco</strong> (2023.5-Present) <br /></p>
<ul>
<li>Involved in Cisco IOS XR system development, working in Fowarding Information Base team</li>
</ul>
<h3 id="education">Education</h3>
<p><strong>University of Waterloo</strong> (2021.9-2023.1)) <br /></p>
<ul>
<li> Cumulative GPA: 92.83 </li>
<li> Specialization in Artificial Intelligence </li>
</ul>
<p><strong>Jilin University</strong> (2017.8—2021.8)) <br /></p>
<ul>
<li> Percentage grade: 89.75 </li>
<li> Major in software engineering </li>
<li> A member of the Pilot Program in Engineering </li>
</ul>
<h3 id="projects">Projects</h3>
<p><strong>Handwritten Digit Recognition with AWS</strong> (2022.8)</p>
<ul>
<li>Trained and deployed a Pytorch model for handwritten digit recognition on an Amazon SageMaker endpoint</li>
<li>Connected the endpoint to a web application using Amazon Simple Storage Service (S3) and Amazon API Gateway<br /></li>
</ul>
<p><strong>Intelligent Agent for Minecraft</strong>, University of Waterloo (2022.3 - 2022.8)</p>
<ul>
<li>Adopted a behavioral cloning system for obtaining diamonds in Minecraft</li>
<li>Further improved the performance by combining multiple models and supporting them with hard-coded scripts</li>
</ul>
<h3 id="academic-experience">Academic Experience</h3>
<p><strong>Wrapper-based Feature Selection</strong>, Jilin University (2020.9 - 2021.5)</p>
<ul>
<li>Improved the genetic algorithm using the idea of reinforcement learning:
Guide the mutation stage with a Q-table that is calculated during the evolution process</li>
<li>Proved that the introduction of Q-learning improves the classification accuracy and
dimensionality reduction rate by evaluating the algorithm on a series of UCI datasets</li>
</ul>
<p><strong>Online Summer Research Program</strong>, University of Miami (2020.7.13-2020.8.31)</p>
<ul>
<li>Worked on GAN-based retinal image generation with Dr. Mohamed Abdel-Mottaleb</li>
<li>Proposed a data-driven approach to synthesize retinal images and the corresponding vessel maps<br /></li>
</ul>
<p><strong>Deep learning workshop</strong>, University of Miami (2020.1.27-2020.2.14)</p>
<ul>
<li>Learned the fundamentals and basic skills in deep learning and Python</li>
<li>Built a StarCraft 2 agent with supervised learning, achieving a winning percentage of 68% against Very Hard AI<br /></li>
</ul>
<h3 id="languages">Languages</h3>
<p><strong>English:</strong> TOEFL iBT, 106 / TOEIC, 910 <br />
<strong>Chinese:</strong> Native <br />
<strong>Japanese:</strong> JLPT, N1 <br /></p>
<h3 id="honors-and-awards">Honors and Awards</h3>
<ul>
<li>System Architect Qualification of Computer and Software Professional (2019.11)</li>
<li>Third prize in China Undergraduate Mathematical Contest in Modeling (2018.12)</li>
<li>Third-class scholarship in College of Software (2018.11)</li>
</ul>
</section>
</div>
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<footer class="inner">
<p>Published with <a href="https://pages.github.com">GitHub Pages</a></p>
</footer>
</div>
</body>
</html>