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<!DOCTYPE html>
<!--[if lt IE 7 ]> <html class="ie ie6 no-js" lang="en"> <![endif]-->
<!--[if IE 7 ]> <html class="ie ie7 no-js" lang="en"> <![endif]-->
<!--[if IE 8 ]> <html class="ie ie8 no-js" lang="en"> <![endif]-->
<!--[if IE 9 ]> <html class="ie ie9 no-js" lang="en"> <![endif]-->
<!--[if gt IE 9]><!--><html class="no-js" lang="en"><!--<![endif]-->
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<!-- Metas Page details-->
<title>William Zhiyuan Zhao‘s Personal Homepage</title>
<meta name="description" content="OnePage Resume">
<meta name="author" content="">
<!-- Mobile Specific Metas-->
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<!--main style-->
<link rel="stylesheet" type="text/css" media="screen" href="css/bootstrap.min.css">
<link rel="stylesheet" type="text/css" media="screen" href="css/main.css">
<!--google font style-->
<link href='http://fonts.googleapis.com/css?family=Montserrat:400,700' rel='stylesheet' type='text/css'>
<!--font-family: 'Metrophobic', serif;-->
<link href='http://fonts.googleapis.com/css?family=Crimson+Text:400,600,400italic,600italic' rel='stylesheet' type='text/css'>
<!--font-family: 'Open Sans', sans-serif;-->
<!-- font icon css style-->
<link rel="stylesheet" href="css/font-awesome.min.css">
</head>
<body onLoad="load()" onUnload="GUnload()">
<!-- Preloader -->
<div id="preloader">
<div id="status"></div>
</div>
<!--wrapper start-->
<div class="wrapper noGap" id="wrapper">
<!--Header start -->
<header>
<!--menu start-->
<div class="menu">
<a href="#" class="nav-icon" id="nav-show"><i class="fa fa-bars"></i></a>
<div class="navbar-wrapper">
<div class="container">
<div class="navwrapper">
<div class="navbar navbar-inverse navbar-static-top">
<div class="container">
<!--<div class="logo">logo</div> -->
<div class="navArea"><a href="#" class="closeMenu"><i class="fa fa-times"></i></a>
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-collapse"> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button>
<!-- <a class="navbar-brand" href="#">Menu</a> --></div>
<div class="navbar-collapse collapse">
<ul class="nav navbar-nav">
<li class="menuItem active"><a href="#wrapper">Home</a></li>
<li class="menuItem"><a href="#aboutus">About Me</a></li>
<li class="menuItem"><a href="#education">Education</a></li>
<li class="menuItem"><a href="#skillset">Skills</a></li>
<li class="menuItem"><a href="#experience">Experience</a></li>
<li class="menuItem"><a href="#rewards">Rewards</a></li>
<li class="menuItem"><a href="#links">Links</a></li>
</ul>
</div>
</div>
</div>
</div>
</div>
<!-- End Navbar -->
</div>
</div>
</div>
<!--menu end-->
<!--banner start-->
<div class="banner row" id="banner">
<div class="bannerText">
<h1>Hi, I'm William Zhao(赵之源)</h1>
<h3>Machine Learing Researcher & Machine Learing Engineer & Data Scientist</h3>
<h3><a role="button" class="btn btn-link btn-lg" href="docs/ZhiyuanZhaoCV.pdf" target="_blank">Resume</a>
<a role="button" class="btn btn-link btn-lg" href="http://blog.csdn.net/yimingsilence" target="_blank">Blog</a></h3>
</div>
<div class="col-xs-12 col-sm-12 col-md-12 col-lg-12 noPadd slides-container" style="height:100%">
<!--background slide show start-->
<div class="slide">
<img src="images/background_01.jpg" alt="image01"> </div>
<div class="slide">
<img src="images/background_02.jpg" alt="image01"> </div>
<!--background slide show end-->
</div>
</div>
<!--banner end-->
</header>
<!--Header end -->
<!--about us start-->
<section class="aboutus" id="aboutus">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="heading">
<h2>About me</h2>
<!-- <h3>A small introduction about myself</h3> -->
</div>
</div>
</div>
<div class="row">
<div class=" col-lg-4 col-md-4 col-sm-4 col-xs-12 pull-right media"><img src="images/profile_01.jpg" alt=""></div>
<div class=" col-lg-7 col-md-7 col-sm-7 col-xs-12 pull-left media">
<h3>William Zhao(赵之源)</h3>
<p></p>
<h4>Machine Learing Researcher & Machine Learing Engineer & Data Scientist</h4>
<p>I focus on machine learning related techniques, including time series forecasting and computer vision.</p>
<p>I love coding and all other challenging jobs.
I love playing the guitar and singing.</p>
<p>Stay hungry. Stay foolish.</p>
<p><b>Email</b>          i at zhiyuanzhao.com<br>
<b>WeChat</b>      Zhyz06<br>
<b>Office</b>         Main Building 1501</p>
<p></p>
<p><a role="button" class="btn btn-primary btn-lg" href="docs/ZhiyuanZhaoCV.pdf" target="_blank">Download Resume</a></p>
</div>
</div>
</div>
</section>
<!--about us end-->
<!--Education & diploma start -->
<section id="education" class="educationdiploma">
<div class="container">
<div class="heading">
<h2>Education</h2>
<!-- <h3>I can say i’m quite good at</h3> -->
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
9/2016<br>Present
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_bupt.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>BUPT - Electronics and Communication Engineering</h6>
<h5>Master of Engineering</h5>
</div>
</div>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
9/2012<br>7/2016
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_bupt.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>BUPT - Digital Media Technology</h6>
<h5>Bachelor of Engineering</h5>
</div>
</div>
</div>
</div>
</section>
<!--Education & diploma end -->
<!--Skillset start -->
<section id="skillset" class="skillset">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="heading">
<h2>Skills</h2>
<!-- <h3>I can say i’m quite good at</h3> -->
</div>
</div>
<div class="col-md-12">
<p></p>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><b>C++</b>, Python, Java, C#</span>
<p></p>
<span>SQL, Hive QL</span>
<p></p>
<span>Linux, Git</span>
<p></p>
<p></p>
</div>
</div>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><b>Pytorch</b>, Caffe, Tensorflow</span>
<p></p>
<span><b>Hive, Hadoop</b></span>
<p></p>
<span><b>OpenCV</b></span>
<p></p>
<span>Azkaban</span>
<p></p>
<p></p>
</div>
</div>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><b>Time Series Forecasting</b></span>
<p></p>
<span><b>Machine Learning</b></span>
<p></p>
<span>Deep Learning</span>
<p></p>
<span><b>Image and Audio Processing</b></span>
<p></p>
<p></p>
</div>
</div>
</div>
</div>
</div>
</section>
<!--Skillset end -->
<!--Work Experties start -->
<section id="experience" class="myexperties">
<div class="container">
<div class="heading">
<h2>Project Experience</h2>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
12/2017<br>Present
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_microsoft.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>Microsoft Research Lab - Asia - Machine Learing</h6>
<h5>Research Intern</h5>
<p><b>Eulti-step ahead time series forecasting algorithm: </b>Empty container return and release forecasing<br>
<p><b>Epatial-temporal forecasting: </b>combine extra features & graph embedding<br>
<p><b>Eulti-step head time series forecasting strategy: </b>recursive strategy, direct strategy, etc.<br>
<p><b>Eierarchical time series forecasting algorithm aptimization: </b>regularization for sparse adjustments<br>
</p>
</div>
</div>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
02/2017<br>10/2017
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_didi.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>DiDi Chuxing - CTO - DiDi Research Lab</h6>
<h5>Machine Learning Algorithm Engineer</h5>
<p><b>Forecasting:</b> predict driver churn rate with GBDT model, AUC : 0.8<br>
<b>Intelligent allowance:</b> provide users with an allowance intelligently based on conversions rates<br>
<b>Regional operation:</b> regional city cluster for localization strategy<br>
<b>Built Credit score system</b><br>
<b>Built the Personas</b><br>
</p>
</div>
</div>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
05/2017<br>09/2017
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_nokiabelllab.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>Nokia Bell Lab - MWC 2017</h6>
<h5>Face Recognition Project Leader</h5>
<p><b>Face recognition:</b> convolutional neural network, AlexNet model, accuracy : 97%<br>
<b>Face detection:</b> based on HOG feature and Adaboost algorithm<br>
<b>Architecture design: </b> system architecture, interfaces design
</p>
</div>
</div>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico">
12/2015<br>09/2016
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-12 media"><img src="images/logo_stategrid.png" alt="" width="40%"></div>
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h6>State Grid - China Electric Power Research</h6>
<h5>Computer Vision Algorithm Engineer</h5>
<p><b>Table recognition and segmentation: </b> convolutional neural network, AlexNet model<br>
<b>Face detection:</b> Hough Transform<br>
Handwriting recognition of the contents of the segmented table, accuracy : 98%
</p>
</div>
</div>
</div>
</div>
</section>
<!--Work Experties end -->
<!--rewards start-->
<section id="rewards" class="protfolio">
<div class="container">
<div class="heading">
<h2>Rewards</h2>
<!-- <h3>I can say i’m quite good at</h3> -->
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico_">
7/2016<br>Present
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h5>The First Prize Scholarship <br>
Prize for The Best Technology in Microsoft Beijing Hackthon
</h5>
</div>
</div>
</div>
<div class="row media">
<div class="col-xs-12 col-sm-3 col-md-3 col-lg-3">
<div class="expertiesico_">
7/2012<br>7/2016
</div>
</div>
<div class="expertiesdesc col-xs-12 col-sm-9 col-md-9 col-lg-9">
<div class="col-xs-12 col-sm-9 col-md-9 col-lg-9">
<h5>National Scholarship for Encouragement <br>
The Third Prize in National Innovation <br>
Entrepreneurship for Undergraduates <br>
Merit Student <br>
Outstanding Student Cadre <br>
Outstanding League Cadre <br>
The Third Prize Scholarship <br>
Study Progress Prize <br>
The Third Prize and The Best Program Design Prize in China International Youth Animation and New Media Creative
Contest <br>
</h5>
</div>
</div>
</div>
</div>
</section>
<!--rewards end-->
<!--links start-->
<section id="links" class="links">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="heading">
<h2>Links</h2>
<!-- <h3>I can say i’m quite good at</h3> -->
</div>
</div>
<div class="col-md-12">
<p></p>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><a role="button" class="btn btn-link btn-lg" href="http://www.fengup.top" target="_blank">Zhenfeng Zhu</a></span>
<p></p>
<span></span>
<p></p>
<span></span>
<p></p>
<p></p>
</div>
</div>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><a role="button" class="btn btn-link btn-lg" href="http://hualuyao.com" target="_blank">Luyao Hua</a></span>
<p></p>
<span><b></b></span>
<p></p>
<span><b></b></span>
<p></p>
<span></span>
<p></p>
<p></p>
</div>
</div>
<div class="col-md-4 col-sm-12">
<div class="media"
<span><b></b></span>
<p></p>
<span><b></b></span>
<p></p>
<span></span>
<p></p>
<span><b></b></span>
<p></p>
<p></p>
</div>
</div>
</div>
<p class="text-center">Contact i at zhiyuanzhao.com exchange Links</p>
</div>
</div>
</section>
<!--links end-->
<!--footer start-->
<section class="footer" id="footer">
<div class="container">
<ul>
<li><a href="http://blog.csdn.net/yimingsilence" target="_blank"><i class="fa fa-book fa-2x"></i></a></li>
<li><a href="https://github.com/WilliamZhaoz" target="_blank"><i class="fa fa-github fa-2x"></i></a></li>
<li><a href="https://weibo.com/3771392517/" target="_blank"><i class="fa fa-weibo fa-2x"></i></a></li>
<li><a href="#" target="_blank"><i class="fa fa-facebook fa-2x"></i></a></li>
<li><a href="http://www.linkedin.com/in/william-zhao-b653b9155/" target="_blank"><i class="fa fa-linkedin fa-2x"></i></a></li>
</ul>
</div>
<p class="text-center"> Copyright © 2018 - 2019, William Zhiyuan Zhao, All Rights Reserved <a href="#wrapper" class="gototop"><i class="fa fa-chevron-up fa-2"></i></a></p>
<p></p>
</section>
<!--footer end-->
</div>
<!--wrapper end-->
<!--modernizr js-->
<script type="text/javascript" src="js/modernizr.custom.26633.js"></script>
<!--jquary min js-->
<script type="text/javascript" src="js/jquery.min.js"></script>
<script src="js/bootstrap.min.js"></script>
<!--for placeholder jquery-->
<script type="text/javascript" src="js/jquery.placeholder.js"></script>
<!--for header jquery-->
<script type="text/javascript" src="js/stickUp.js"></script>
<script src="js/jquery.superslides.js" type="text/javascript" charset="utf-8"></script>
<script type="text/javascript">
jQuery(function($) {
$(document).ready( function() {
//enabling stickUp on the '.navbar-wrapper' class
$('.navbar-wrapper').stickUp({
parts: {
0: 'banner',
1: 'aboutus',
2: 'education',
3: 'skillset',
4: 'experience',
5: 'rewards',
6: 'links'
},
itemClass: 'menuItem',
itemHover: 'active',
topMargin: 'auto'
});
});
});
</script>
<script>
$('#banner').superslides({
animation: 'fade',
play: 5000
});
</script>
<!--for portfolio jquery-->
<script src="js/jquery.isotope.js" type="text/javascript"></script>
<link type="text/css" rel="stylesheet" id="theme" href="css/jquery-ui-1.8.16.custom.css">
<link type="text/css" rel="stylesheet" href="css/lightbox.min.css">
<script type="text/javascript" src="js/jquery.ui.widget.min.js"></script>
<script type="text/javascript" src="js/jquery.ui.rlightbox.js"></script>
<!--contact form js-->
<script type="text/javascript" src="js/jquery.contact.js"></script>
<script src="js/jquery.easing.js"></script>
<script src="js/jquery.mousewheel.js"></script>
<script defer src="js/slideroption.js"></script>
<!--for theme custom jquery-->
<script src="js/custom.js"></script>
</body>
</html>