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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Joyce Yan</title>
<link rel="icon" href="favicon.ico">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Besley:wght@400;700&family=Figtree:wght@400;700&display=swap" rel="stylesheet">
<link href="assets/css/main.css" rel="stylesheet">
</head>
<body>
<div class="container">
<nav>
<a class="site-name" href="/">Joyce Yan</a>
<div class="nav-links">
<a href="/contact">Contact</a>
</div>
</nav>
<main>
<div class="bio">
<img src="assets/img/JoyceYanHeadshot-220.jpg" alt="Joyce Yan">
<p>I'm currently a software engineer at the Chan Zuckerberg Initiative, where I work on <a href="https://cellxgene.cziscience.com">CELLxGENE</a>. I've previously worked at Valon and Spotify. I studied computer science at the University of Southern California where I spent my summers doing internships at Facebook, Snap, and Google.</p>
</div>
<hr>
<section id="work">
<p>Here are some fun things I've built outside of my day job:</p>
<div class="work-item">
<a href="/how-parents-use-ai">How do parents use AI?</a>
<p>An analysis of parenting conversations in the WildChat-1M dataset. I built a classification pipeline to identify and categorize 117 parenting conversations.</p>
</div>
<div class="work-item">
<a href="/fertility-forecaster-app">Fertility Forecaster</a>
<p>This is a tool that I built that estimates your chances of having your desired number of children and allows you to see the cost of waiting an additional year or two and see how much IVF improves your chances. I built a statistical simulation model that is based on published medical research. In the product, users can input their age and health history to see a personalized estimate.</p>
</div>
<div class="work-item">
<a href="/serialization-playground">Custom Serialization for Parameter-Golf</a>
<p>An exploration of custom serialization techniques for encoding an ML model into as small of an artifact as possible. Experiments with bit-packing, tailored encoding strategies, and compression tricks to minimize byte count.</p>
</div>
<div class="work-item">
<a href="/signal">Signal</a>
<p>Signal is an end-to-end encrypted messaging app for iOS by Open Whisper Systems. I made open source contributions to the project and built out support for audio messages.</p>
</div>
</section>
<hr>
<div class="contact-links" id="contact">
<a href="mailto:joyce.h.yan@gmail.com">Email</a>
<a href="https://github.com/joyceyan">GitHub</a>
<a href="https://www.linkedin.com/in/yanjoyce">LinkedIn</a>
<a href="https://twitter.com/joyce_y">Twitter</a>
</div>
</main>
</div>
</body>
</html>