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index.html
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<!DOCTYPE HTML>
<!--
Massively by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Ka Hou Sio | Data Science and Analytics</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-141211140-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-141211140-1');
</script>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper" class="fade-in">
<!-- Intro -->
<div id="intro">
<h1>KA HOU SIO </h1>
<p>a data scientist and analyst trained in business and biochemistry with experience in marketing and project management. <br/>
focus on ad-hoc data analytics projects & predictive machine learning models development.
</p>
<ul class="actions">
<li><a href="#header" class="button icon solo fa-arrow-down scrolly">Discover</a></li>
</ul>
</div>
<!-- Header -->
<header id="header">
<a href="index.html" class="logo">KA HOU SIO</a>
</header>
<!-- Nav -->
<nav id="nav">
<ul class="links">
<li class="active"><a href="index.html">PROJECT</a></li>
<li><a href="about.html">ABOUT</a></li>
<li><a href="images/KaHouSio__Resume.pdf" target="_blank">RESUME</a></li>
<li><a href="contact.html">CONTACT</a></li>
</ul>
<ul class="icons">
<li><a href="https://www.linkedin.com/in/kahousio" target="_blank" class="icon fa-linkedin"><span class="label">Linkedin</span></a></li>
<li><a href="https://github.com/khsio" target="_blank" class="icon fa-github"><span class="label">GitHub</span></a></li>
<li><a href="https://medium.com/@kahousio" target="_blank" class="icon fa-medium"><span class="label">Medium</span></a></li>
<li><a href="mailto:kahousio@gmail.com" target="_blank" class="icon alt fa-envelope"><span class="label">Email</span></a></li>
</ul>
</nav>
<!-- Main -->
<div id="main">
<!-- Posts -->
<section class="posts">
<article>
<header>
<h2>Instagram<br />
Data Analysis</h2>
</header>
<a class="image fit"><img src="images/instagram_data_analysis.png" alt="" /></a>
<p style="font-size:14px">Researched, identified metrics and built data visualizations to understand brand awareness. Used ETL tool to collect Instagram data, SQL to analyze data and BI tool to build visualizations. </p>
<ul class="actions special">
<li><a href="https://github.com/khsio/project_panoply_instagram_data_challenge" target="_blank" class="button">GitHub</a></li>
<li><a href="https://towardsdatascience.com/instagram-data-analysis-ce03aa4a472a" target="_blank" class="button">Blog</a></li>
</ul>
</article>
<article>
<header>
<h2>Shopper Behavior<br />
Analysis</h2>
</header>
<a class="image fit"><img src="images/shopper_behavior_analysis.jpeg" alt="" /></a>
<p style="font-size:14px">Analyzed Instacart Public Dataset and built data visualization to understand shopper behavior. Researched and built a shopping cart recommender. </p>
<ul class="actions special">
<li><a href="https://github.com/khsio/project_kojak" target="_blank" class="button">Code</a></li>
<li><a href="https://towardsdatascience.com/shopper-behavior-analysis-de3ff6b696b8" target="_blank" class="button">Blog</a></li>
</ul>
</article>
<article>
<header>
<h2>E-commerce Reviews<br />
Analysis</h2>
</header>
<a class="image fit"><img src="images/e_commerce_reviews_analysis.jpeg" alt="" /></a>
<p style="font-size:14px">Explored topic modeling, NLP and unsupervised machine learning by analyzing a women clothing e-commerce dataset. </p>
<ul class="actions special">
<li><a href="https://github.com/khsio/project_fletcher" target="_blank" class="button">Code</a></li>
<li><a href="https://towardsdatascience.com/e-commerce-reviews-analysis-902210726d47" target="_blank" class="button">Blog</a></li>
</ul>
</article>
<article>
<header>
<h2>A Heart Disease<br />
Predictor</h2>
</header>
<a class="image fit"><img src="images/heart_disease_predictor.jpeg" alt="" /></a>
<p style="font-size:14px">Built a heart disease predictor using supervised machine learning algorithms. Built a web app prototype using Flask, HTML, CSS and Python. </p>
<ul class="actions special">
<li><a href="https://github.com/khsio/project_munulty" target="_blank" class="button">Code</a></li>
<li><a href="https://medium.com/@kahousio/will-you-have-heart-disease-a-heart-disease-predictor-using-machine-learning-38df796f562d" target="_blank" class="button">Blog</a></li>
</ul>
</article>
</section>
</div>
<!-- Footer -->
<footer id="footer">
<section class="split contact">
<section>
<ul class="icons alt">
<li><a href="https://www.linkedin.com/in/kahousio" target="_blank" class="icon alt fa-linkedin"><span class="label">Linkedin</span></a></li>
<li><a href="https://github.com/khsio" target="_blank" class="icon alt fa-github"><span class="label">Github</span></a></li>
<li><a href="https://medium.com/@kahousio" target="_blank" class="icon alt fa-medium"><span class="label">Medium</span></a></li>
<li><a href="mailto:kahousio@gmail.com" target="_blank" class="icon alt fa-envelope"><span class="label">Email</span></a></li>
</ul>
</section>
</section>
</footer>
<!-- Copyright -->
<div id="copyright">
<ul><li>© 2019 Ka Hou Sio. All Rights Reserved.</li></ul>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>