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<!DOCTYPE HTML>
<!--
Author: Fantine Huot
-->
<html>
<head>
<title>Fantine Huot</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>
</head>
<body class="is-preload">
<!-- Page Wrapper -->
<div id="page-wrapper">
<!-- Header -->
<header id="header">
<h1><a href="index.html">Fantine Huot</a></h1>
<nav>
<a href="#menu">Menu</a>
</nav>
</header>
<!-- Menu -->
<nav id="menu">
<div class="inner">
<h2>Menu</h2>
<ul class="links">
<li><a href="index.html">Home</a></li>
<li><a href="machine_learning.html">AI Research</a></li>
<li><a href="science.html">Earth Sciences</a></li>
<li><a href="problem_solving.html">Problem-Solving</a></li>
<li><a href="about.html">About</a></li>
</ul>
<a href="#" class="close">Close</a>
</div>
</nav>
<!-- Wrapper -->
<section id="wrapper">
<header>
<div class="inner">
<h2>Problem-Solving</h2>
<p>Finding creative solutions to ill-defined problems.</p>
</div>
</header>
<!-- Content -->
<div class="wrapper">
<div class="inner">
<h3 class="major">Tracking cars using telecom fiber</h3>
<p><span class="image left"><img src="images/traffic.jpg" alt="" /></span>
With the development of <b>autonomous vehicles</b>, there is an increasing need for sensors
detecting
motion in the cameras' dead angles, especially in urban areas.
</p>
<p>
At Stanford University, I demonstrated that it is possible to repurpose telecom fiber-optic
cables —
the same as for high-speed internet — to <b>track vehicle traffic</b>. This is done by
sending a
laser pulse through the fiber and measuring the backscattered energy. As moving objects make the
fiber
underground vibrate, it shows up in the recorded data.
</p>
<p>
To extract this data's full value, I developed <b>new signal processing algorithms</b> for
vehicle
tracking, combining high-performance computing and deep learning. Since the data are solely
based on
vibrations, this process is entirely anonymous.
</p>
<p>
<code>Python</code> <code>C++</code> <code>TensorFlow</code>
</p>
<div class="row">
<div class="col-6 col-12-medium">
<ul class="actions small">
<li><a href="https://library.seg.org/doi/abs/10.1190/segam2018-2997880.1"
class="button primary small">Get the
paper</a></li>
</ul>
</div>
</div>
<h3 class="major">Finding what you need when you do not know what you need</h3>
<p><span class="image right"><img src="images/compressor.jpg" alt="" /></span>In Japan, I worked on
the
<b>digital
rebranding</b> of <a href="https://www.valeo.com/en/japan/">Valeo</a>, an automotive
supplier company.
During a
market
study, some customers mentioned not finding the product information they needed on the website.
However,
when I asked them, these same customers knew how to access and browse the product catalog.
</p>
<p>
Why did they feel like they could not find the product information? The actual problem was not
that they
could not find the data, but that they <b>did not know what to do with the data</b>.
</p>
<p>
I set out to create a tool to help customers identify the best Valeo product for their needs.
Gathering
input from the engineering team and the marketing team, I built a <a
href="http://www.valeocompressors.com/performance-tool"><b>web-based performance
calculator</b></a>
that determines the best product as a function of the customer's vehicle specifications. The
customer
supplies details about their desired use-case, and the web-app calculates which components
in the catalog meet their requirements.
</p>
<p>
<code>CSS/HTML</code> <code>PHP/SQL</code> <code>JavaScript</code>
</p>
<div class="row">
<div class="col-6 col-12-medium">
<ul class="actions small">
<li><a href="http://www.valeocompressors.com/performance-tool"
class="button primary small">See it in
action</a></li>
</ul>
</div>
</div>
<!-- <h3 class="major">Vitae phasellus</h3>
<p>Cras mattis ante fermentum, malesuada neque vitae, eleifend erat. Phasellus non pulvinar erat. Fusce tincidunt, nisl eget mattis egestas, purus ipsum consequat orci, sit amet lobortis lorem lacus in tellus. Sed ac elementum arcu. Quisque placerat auctor laoreet.</p>
<section class="features">
<article>
<a href="#" class="image"><img src="images/pic04.jpg" alt="" /></a>
<h3 class="major">Sed feugiat lorem</h3>
<p>Lorem ipsum dolor sit amet, consectetur adipiscing vehicula id nulla dignissim dapibus ultrices.</p>
<a href="#" class="special">Learn more</a>
</article>
<article>
<a href="#" class="image"><img src="images/pic05.jpg" alt="" /></a>
<h3 class="major">Nisl placerat</h3>
<p>Lorem ipsum dolor sit amet, consectetur adipiscing vehicula id nulla dignissim dapibus ultrices.</p>
<a href="#" class="special">Learn more</a>
</article> -->
<!-- </section> -->
</div>
</div>
</section>
<!-- Footer -->
<section id="footer">
<div class="inner">
<h2 class="major">Get in touch</h2>
<p>I’m always open to interesting conversations and collaboration.</p>
<form method="post" name="emailform" action="https://formspree.io/f/mjvpldab">
<div class="fields">
<div class="field">
<label for="name">Name</label>
<input type="text" name="name" id="name" />
</div>
<div class="field">
<label for="email">Email</label>
<input type="email" name="email" id="email" />
</div>
<div class="field">
<label for="message">Message</label>
<textarea name="message" id="message" rows="4"></textarea>
</div>
</div>
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
</ul>
</form>
<ul class="contact">
<li class="icon solid fa-home">Amsterdam, Netherlands</li>
<li class="icon solid fa-file"><a href="fantine_huot_resume_2024.pdf" target="_blank"
rel="noopener noreferrer">My resume</a></li>
<li class="icon brands fa-google"><a
href="https://scholar.google.com/citations?hl=en&user=79VvQLMAAAAJ&authuser=1" target="_blank" rel="noopener noreferrer">Google Scholar</a></li>
<li class="icon brands fa-linkedin"><a href="https://www.linkedin.com/in/fantine" target="_blank"
rel="noopener noreferrer">linkedin.com/in/fantine</a>
</li>
<!-- <li class="icon solid fa-phone">(000) 000-0000</li> -->
<!-- <li class="icon solid fa-envelope"><a href="#">information@untitled.tld</a></li> -->
<li class="icon brands fa-github"><a href="http://www.github.com/fantine" target="_blank"
rel="noopener noreferrer">github.com/fantine</a>
</li>
<!-- <li class="icon brands fa-twitter"><a href="#">twitter.com/untitled-tld</a></li> -->
<!-- <li class="icon brands fa-facebook-f"><a href="#">facebook.com/untitled-tld</a></li> -->
<li class="icon brands fa-instagram"><a href="http://instagram.com/fantine.art" target="_blank"
rel="noopener noreferrer">instagram.com/fantine.art</a></li>
</ul>
<ul class="copyright">
<li>© 2024, Fantine Huot. All rights reserved.</li>
</ul>
</div>
</section>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
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<script src="assets/js/gen_validatorv31.js"></script>
<script language="JavaScript">
// Code for validating the form
// http://www.javascript-coder.com/html-form/javascript-form-validation.phtml
var frmvalidator = new Validator("emailform");
frmvalidator.addValidation("name", "req", "Please provide your name");
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frmvalidator.addValidation("email", "email", "Please enter a valid email address");
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