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<!DOCTYPE HTML>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Sabrina's Website</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
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<!-- Animate.css -->
<link rel="stylesheet" href="css/animate.css">
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<link rel="stylesheet" href="css/icomoon.css">
<!-- Bootstrap -->
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<!-- Flexslider -->
<link rel="stylesheet" href="css/flexslider.css">
<!-- Flaticons -->
<link rel="stylesheet" href="fonts/flaticon/font/flaticon.css">
<!-- Owl Carousel -->
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<!-- Theme style -->
<link rel="stylesheet" href="css/style.css">
<!-- Modernizr JS -->
<script src="js/modernizr-2.6.2.min.js"></script>
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<!--[if lt IE 9]>
<script src="js/respond.min.js"></script>
<![endif]-->
</head>
<body>
<div id="colorlib-page">
<div class="container-wrap">
<a href="#" class="js-colorlib-nav-toggle colorlib-nav-toggle" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar"><i></i></a>
<aside id="colorlib-aside" role="complementary" class="border js-fullheight">
<div class="text-center">
<div class="author-img" style="background-image: url(images/sab_1.jpg);"></div>
<h1 id="colorlib-logo"><a href="index.html">Sabrina Su</a></h1>
<span class="position"><a href="#">Data Enthusiast</a> in New York US</span>
</div>
<nav id="colorlib-main-menu" role="navigation" class="navbar">
<div id="navbar" class="collapse">
<ul>
<li class="active"><a href="#" data-nav-section="home">Home</a></li>
<li><a href="#" data-nav-section="about">About</a></li>
<li><a href="#" data-nav-section="skills">Skills</a></li>
<li><a href="#" data-nav-section="education">Education</a></li>
<li><a href="#" data-nav-section="experience">Experience</a></li>
<li><a href="#" data-nav-section="work">Projects</a></li>
<li><a href="#" data-nav-section="blog">Extracurricular</a></li>
<li><a href="#" data-nav-section="contact">Contact</a></li>
</ul>
</div>
</nav>
<div class="social_container">
<ul>
<li><a href="https://www.facebook.com/sabrina.su.7/"><i class="icon-facebook2" aria-hidden="true"></i></a>
<a style="padding-left:25px;" href="https://twitter.com/_sabrina_su_"><i class="icon-twitter2" aria-hidden="true"></i></a>
<a style="padding-left:25px;" href="https://www.instagram.com/_sabrina.su_/"><i class="icon-instagram" aria-hidden="true"></i></a>
<a style="padding-left:25px;" href="https://www.linkedin.com/in/sabrina-yihua-su/"><i class="icon-linkedin2" aria-hidden="true"></i></a>
<a style="padding-left:25px;" href="https://github.com/sabrinasu424"><i class="icon-github" aria-hidden="true"></i></a></li>
</ul>
</div>
<div class="colorlib-footer">
<br><br><br>
<p><small>© <!-- Link back to Colorlib can't be removed. Template is licensed under CC BY 3.0. -->
Copyright ©<script>document.write(new Date().getFullYear());</script> All rights reserved | This template is made with <i class="icon-heart" aria-hidden="true"></i> by <a href="https://colorlib.com" target="_blank">Colorlib</a>
<!-- Link back to Colorlib can't be removed. Template is licensed under CC BY 3.0. --> </span> <span>Demo Images: <a href="https://unsplash.com/" target="_blank">Unsplash.com</a></span></small></p>
</div>
</aside>
<div id="colorlib-main">
<section id="colorlib-hero" class="js-fullheight" data-section="home">
<div class="flexslider js-fullheight">
<ul class="slides">
<li style="background-image: url(images/sab_5.jpg);">
<div class="overlay"></div>
<div class="container-fluid">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 col-sm-12 col-xs-12 js-fullheight slider-text">
<div class="slider-text-inner js-fullheight">
<div class="desc">
<h1 style="color:black">Hi! <br>I'm Sabrina</h1>
<h2 style="color:black">Welcome to my website! </h2>
<p><a class="btn btn-primary btn-learn" style="color:black">Download CV <i class="icon-download4" style="color:black"></i></a></p>
</div>
</div>
</div>
</div>
</div>
</li>
<li style="background-image: url(images/sab_6.jpg);">
<div class="overlay"></div>
<div class="container-fluid">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 col-sm-12 col-xs-12 js-fullheight slider-text">
<div class="slider-text-inner">
<nav role="navigation" class="view">
<div id="view" class="desc">
<h1 style="color:black">I am<br>a data enthusiast</h1>
<h2 style="color:black">Please scroll down to learn more about me! </h2>
<p style="color:black"><a class="btn btn-primary btn-learn" style="color:black" data-nav-section="work" >View Portfolio <i class="icon-briefcase3"></i></a></p>
</div>
</nav>
</div>
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</li>
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</div>
</section>
<section class="colorlib-about" data-section="about">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-12">
<div class="row row-bottom-padded-sm animate-box" data-animate-effect="fadeInLeft">
<div class="col-md-12">
<div class="about-desc">
<span class="heading-meta">About me</span>
<h2 class="colorlib-heading">Who Am I?</h2>
<p><strong>I am Sabrina, a Health Informatics, Statistics and Information Science major data enthusiast.</strong> </p>
<p>As a creative self-starter and passionate fast-learner, I am highly dedicated to developing data-driven insights, strategies, and solutions for companies and researches. I am interested in a data science, data analytics career within healthcare, tech, and business industries.</p>
<p>Please take a look at my portfolio and feel free to reach out if you have questions regarding to my past projects.</p>
</div>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInLeft">
<div class="services color-1">
<span class="icon2"><i class="icon-bulb"></i></span>
<h3>Data Science</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInTop">
<div class="services color-3">
<span class="icon2"><i class="icon-data"></i></span>
<h3>Database</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInRight">
<div class="services color-2">
<span class="icon2"><i class="icon-globe-outline"></i></span>
<h3>Web Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInBottom">
<div class="services color-4">
<span class="icon2"><i class="icon-document"></i></span>
<h3>NLP</h3>
</div>
</div>
</div>
</div>
</div>
</section>
<div id="colorlib-counter" class="colorlib-counters" style="background-image: url(images/cover_bg_yale.jpg);" data-stellar-background-ratio="0.5">
<div class="overlay"></div>
<div class="colorlib-narrow-content">
<div class="row">
</div>
<div class="row">
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="23" data-speed="3000" data-refresh-interval="5"></span>
<span class="colorlib-counter-label">years on earth</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="4" data-speed="1000" data-refresh-interval="1"></span>
<span class="colorlib-counter-label">years experience in advance programming</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="18" data-speed="3000" data-refresh-interval="5"></span>
<span class="colorlib-counter-label">projects</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="10" data-speed="3000" data-refresh-interval="50"></span>
<span class="colorlib-counter-label">Partners</span>
</div>
</div>
</div>
</div>
<section class="colorlib-skills" data-section="skills">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">My Specialty</span>
<h2 class="colorlib-heading animate-box">Some of My Skills</h2>
</div>
</div>
<div class="row row-pt-md">
<div class="col-md-4 text-center animate-box">
<div class="services color-1">
<span class="icon">
<i class="icon-bulb" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Innovative Ideas</h3>
<p>First Prize, Second Prize, 23rd International ICT Innovative Services Awards— Open Data, ICT Application</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-2">
<span class="icon">
<i class="icon-data" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Programming Language</h3>
<p>Python, R, SQL, Java, C++</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-3">
<span class="icon">
<i class="icon-phone3" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Packages</h3>
<p>Data Science and Machine Learning: Pandas, Numpy, Scikit-Learn, Spark, PyTorch
Natural Language Processing: NLTK, Gensim, Topic Models (LDA)</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-4">
<span class="icon">
<i class="icon-layers2" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Web Development</h3>
<p>HTML, Javascript, Django, GeoJson</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-5">
<span class="icon">
<i class="icon-data" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Database</h3>
<p>MySQL, DB2, Neo4j</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-6">
<span class="icon">
<i class="icon-phone3" style="float: left; margin-left: 35px;margin-top: 10px;"></i>
</span>
<div class="desc">
<h3>Tools and Environment</h3>
<p>Microsoft (including VBA in Excel), VScode, Anaconda, GitHub, WEKA</p>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<p>With great interest in technology and programming, I have been dedicated in exposing myself to multiple tools and developing my skills in various programming languages. I have highlighted some of them below which I am most proficient in.</p>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>R</h3>
<div class="progress">
<div class="progress-bar color-1" role="progressbar" aria-valuenow="85"
aria-valuemin="0" aria-valuemax="100" style="width:85%">
<span>85%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>Python</h3>
<div class="progress">
<div class="progress-bar color-2" role="progressbar" aria-valuenow="90"
aria-valuemin="0" aria-valuemax="100" style="width:90%">
<span>90%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>SQL</h3>
<div class="progress">
<div class="progress-bar color-3" role="progressbar" aria-valuenow="80"
aria-valuemin="0" aria-valuemax="100" style="width:80%">
<span>80%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>Java</h3>
<div class="progress">
<div class="progress-bar color-4" role="progressbar" aria-valuenow="75"
aria-valuemin="0" aria-valuemax="100" style="width:75%">
<span>75%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>Visual Basic Application (VBA)</h3>
<div class="progress">
<div class="progress-bar color-5" role="progressbar" aria-valuenow="70"
aria-valuemin="0" aria-valuemax="100" style="width:70%">
<span>70%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>HTML</h3>
<div class="progress">
<div class="progress-bar color-6" role="progressbar" aria-valuenow="70"
aria-valuemin="0" aria-valuemax="100" style="width:70%">
<span>70%</span>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="colorlib-education" data-section="education">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">Education</span>
<h2 class="colorlib-heading animate-box">Education</h2>
</div>
</div>
<div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<div class="fancy-collapse-panel">
<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingOne">
<h4 class="panel-title">
<a data-toggle="collapse" data-parent="#accordion" href="#collapseOne" aria-expanded="true" aria-controls="collapseOne">
<img src="images/Yale.png" alt="Yale" style= "max-width:10%; max-height:10%;float: left;"> Master of Science, Health Informatics
<br></br><br><strong> Yale School of Public Health </strong>
</br><br>
</a>
</h4>
</div>
<div id="collapseOne" class="panel-collapse collapse in" role="tabpanel" aria-labelledby="headingOne">
<div class="panel-body">
<div class="row">
<p><strong>Key Courses:</strong></strong>Computational Methods for Informatics, Computational Tools for Data Science, Applied Data Mining and Machine Learning, Topics in Deep Learning, Clinical Database Management Systems </p>
</div>
</div>
</div>
</div>
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingTwo">
<h4 class="panel-title">
<a class="collapsed" data-toggle="collapse" data-parent="#accordion" href="#collapseTwo" aria-expanded="false" aria-controls="collapseTwo">
<img src="images/FJU.gif" alt="FJU" style= "max-width:10%; max-height:10%; float: left;"> Bachelor of Business Administration, Statistics and Information Science
<br></br><br><strong> Fu Jen Catholic University </strong>
</br><br>
</a>
</h4>
</div>
<div id="collapseTwo" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingTwo">
<div class="panel-body">
<p><strong>Proficiency/Modules: </strong>Marketing Analysis, Data Management & Decision, and Big Data Industrial Intelligence Program.</p>
<p><strong>Honors: </strong>Research Project Contest Excellence Award, Taipei Chung Cheng Scholarship, Academic Excellence.</p>
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<span class="heading-meta">Experience</span>
<h2 class="colorlib-heading animate-box">Work Experience</h2>
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<h2><a href="#">Micron Technology</a> <span>Taichung, Taiwan</span></h2>
<h2><a href="#">Data Science Engineer, Smart MFG & AI</a> <span>Sept 2020- Present</span></h2>
<p>• Applied data science techniques on quality and labor productivity producrts.</p>
<p>• Designed and developed systems to provide solutions and support manufacturing processes.</p>
<img src="images/Micron.png" alt="Micron" style= "max-width:30%; max-height:35%;">
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<h2><a href="#">Yale University</a> <span>New Haven, Connecticut</span></h2>
<h2><a href="#">Research Assistant, School of Management</a> <span>Sept 2019- Present</span></h2>
<p>• Analyzed large-scale Uber’s drivers’ data, performed Latent Dirichlet Allocation (LDA) topic modeling on Zappos’ product reviews, and manipulated the Chain Store Guide (CSG) database through R and Python programming.</p>
<p>• Supported on a prosocial behavior change research paper by exploring, analyzing data and building probit models.</p>
<img src="images/YaleSOM.png" alt="Yale SOM" style= "max-width:30%; max-height:35%;">
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<h2><a href="#">Dr. Advice Technology Co. Ltd.</a> <span>Taipei, Taiwan</span></h2>
<h2><a href="#">Data Analyst Intern, Department of Data Strategy</a> <span>Apr 2019- Jul 2019</span></h2>
<p>• Accomplished precision marketing for a health product startup through K-means clustering analysis and Light Gradient Boost Model (LGBM), which targets 80% potential customers using 16% of the list of people.</p>
<p>• Conducted data ETL through web crawler to support the company’s own Health Information System (HIS).</p>
<p>• Organized the data architecture and supported the foundation of the company’s Clinic Location Selection System product by creating data pipeline scripts to catch and preprocess updated data.</p>
<img src="images/DrAdvice.png" alt="Dr Advice" style= "max-width:35%; max-height:35%;">
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<h2><a href="#">National Cheng Kung University</a> <span>Tainan, Taiwan</span></h2>
<h2><a href="#">Data Analysis Research Assistant, Bioinfotronics Research Center (BITS)</a> <span>Mar 2018- Mar 2019</span></h2>
<p>• Supported on an artificial intelligence Alzheimer’s disease (AD) prediction project and applied logistic regression on neuropsychological and neuroimage datum to further postpone the period of AD onset effectively.</p>
<img src="images/NCKU.png" alt="NCKU" style= "max-width:100%; max-height:100%;">
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<h2><a href="#">Didi Chuxing Technology Co. Ltd. </a> <span>Beijing, China</span></h2>
<h2><a href="#">Research Intern, Data Warehouse, Department of Foundational Platform</a> <span>Jul 2018- Aug 2018 </span></h2>
<p>• Participated in the development of Didi’s own analytics services by researching Google Analytics, Facebook Analytics etc. and interpreted the flow of products via these tools.</p>
<p>• Compiled the database, with the use of Hadoop Hive and having approximately 2,000 colleagues accessing each day, for the International Sales team by writing metadata in English, which supported in developing its market in South America.</p>
<img src="images/DiDi.png" alt="DiDi" style= "max-width:20%; max-height:20%;">
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<h2><a href="#">TutorABC </a> <span>Taipei, Taiwan</span></h2>
<h2><a href="#">Demo Consultant</a> <span>Nov 2016- Jun 2019</span></h2>
<p>• Business Development: Provided English demo lessons online for potential clients from Asia and effectively converted them to online course purchase. (Average rating by clients: 9.8/10)</p>
<p>• Evaluated clients’ performance and provide progress reports and learning advice.</p>
<img src="images/TutorABC.png" alt="TutorABC" style= "max-width:25%; max-height:25%;">
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<section class="colorlib-work" data-section="work">
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<span class="heading-meta">Research Work</span>
<h2 class="colorlib-heading animate-box">Research Projects</h2>
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<h3><a href="https://github.com/sabrinasu424/Twitter-through-COVID">Sentimental Analysis on Twitter during COVID-19 </a></h3>
<span>• Assessing differential effects between cities in the US across crisis progression through sentimental analysis on tweets.</span>
<span>• Conducted LDA topic models and observed the topic dynamics across different time and location.</span>
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<span><a href="https://github.com/sabrinasu424/Twitter-through-COVID">more...</a></span>
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<h3><a href="work.html">Airbnb New York City Hospitality Visualization Website</a></h3>
<span>• Established a website through python Django and conducted interactive graphs using D3.js and javascript that provides hospitality and analytical information of Airbnb listings in New York.</span>
<span>• Implemented a linear regression model to predict Airbnb listing prices in New York and achieved a 3866.7 MSE.</span>
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<span><a href="#">more...</a></span>
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<h3><a href="https://github.com/sabrinasu424/Picture-Your-Way">Picture Your Way — Picture-based Attraction Recommendation System Development</a></h3>
<span>• Proposed an innovative algorithm by combining LDA topic modeling and k-means algorithms in Scatter/Gather, a document-clustering structure, through Python and VBA programming.</span>
<span>• Developed a system using JavaScript to recommend personalized preferable attractions in Taiwan to users and achieved PR 72 system effectiveness and 74% precision value.</span>
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<span><a href="https://github.com/sabrinasu424/Picture-Your-Way">more...</a></span>
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<h3><a href="work.html">Work 04</a></h3>
<span>Application</span>
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<span><a href="#"><i class="icon-eye"></i> 100</a></span>
<span><a href="#"><i class="icon-heart"></i> 49</a></span>
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<span class="heading-meta">Read</span>
<h2 class="colorlib-heading">Besides Data...</h2>
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<span><small>Nov 9, 2018 </small> | <small>Competition</small> </span>
<h3><a href="https://www.instagram.com/p/Bpt6t68gkW_/">International ICT Innovative Services Awards</a></h3>
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<span><small>July 11, 2020 </small> | <small> Travel </small> </span>
<h3><a href="https://www.instagram.com/p/CCnCq00MXmd/">Diving</a></h3>
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<span><small>July 11, 2020 </small> | <small> Travel </small> </span>
<h3><a href="https://www.instagram.com/p/CClNkzJsWZy/">Orchid Island, Taiwan</a></h3>
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<a href="https://www.instagram.com/p/BzIp6VUn17k/?utm_source=ig_web_copy_link" class="blog-img"><img src="images/Copenhagen.jpg" class="img-responsive" alt="HTML5 Bootstrap Template by colorlib.com"></a>
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<span><small>June 25, 2019 </small> | <small> Travel </small> </span>
<h3><a href="https://www.instagram.com/p/BzIp6VUn17k/?utm_source=ig_web_copy_link">Copenhagen, Denmark</a></h3>
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<span><small>July 14, 2018 </small> | <small> Travel </small> </span>
<h3><a href="https://www.instagram.com/p/BlNsby2lKep/?utm_source=ig_web_copy_link">Beijing China</a></h3>
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<span><small>June 6, 2017 </small> | <small> Remote Teaching </small> </span>
<h3><a href="https://www.instagram.com/p/BU_8vjYg1CB/">Rural-caring program</a></h3>
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