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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, maximum-scale=1.0, user-scalable=no">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<meta name="HandheldFriendly" content="true">
<title>Thomas Coquereau - Machine Learning Engineer & Data Scientist</title>
<link rel="stylesheet" type="text/css" href="css/index.css">
<link rel="icon" href="source/website_icon.png">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
</head>
<body>
<div class="title">
<h1 class="title-h1">Thomas Coquereau</h1>
<h2 class="title-h2">Machine Learning Engineer & Data Scientist</h2>
<p class="title-icons">
<div class="title-icons">
<a href="https://thomascoquereau.com/blog/" aria-label="Blog"><i class="far fa-note-sticky"></i></a>
<a href="https://x.com/TCoquereau" aria-label="X (Twitter) Profile"><i class="fab fa-twitter"></i></a>
<a href="https://www.linkedin.com/in/thomas-coquereau/" aria-label="LinkedIn Profile"><i class="fab fa-linkedin"></i></a>
<a href="https://github.com/Cokral" aria-label="GitHub Profile"><i class="fab fa-github"></i></a>
<a href="mailto:[email protected]" aria-label="Email Contact"><i class="far fa-envelope"></i></a>
</div>
</p>
</div>
<div class="container">
<div class="timeline-item" date-is='December 2023 - Present'>
<h1><a href="https://www.klm.com"><img src="source/klm_logo.png" alt="KLM Logo" height="30" /></a> Machine Learning Engineer</h1>
<div class="wrapper-columns">
<div class="left-column div1">
<p>Continuing to drive innovation in the BlueAI team at KLM, Amsterdam.</p>
<p>Focusing on advanced machine learning solutions to optimize KLM Operations.</p>
</div>
<div class="right-column div2">
<p>Expanding on previous data science role to lead machine learning initiatives.</p>
<p>Implementing cutting-edge ML techniques to enhance operational efficiency.</p>
</div>
</div>
</div>
<div class="timeline-item" date-is='July 2022 - December 2023'>
<h1><a href="https://www.klm.com"><img src="source/klm_logo.png" alt="KLM Logo" height="30" /></a> Data Scientist</h1>
<div class="wrapper-columns">
<div class="left-column div1">
<p>Developed ML models for KLM Operations using supervised learning techniques, primarily LightGBM.</p>
<p>Created predictive models for meal requirements, passenger numbers, and workforce availability.</p>
</div>
<div class="right-column div2">
<ul>
<p>Designed and implemented performance monitoring solutions.</p>
<p>Advocated for and implemented improved coding practices within the team of 7 Data Scientists.</p>
<p>Developed a general library for streamlining ML use cases across the team.</p>
</ul>
</div>
</div>
</div>
<div class="timeline-item" date-is='January 2019 - June 2022'>
<h1><a href="https://www.smartway.ai/"><img src="source/zg_logo.png" alt="Smartway Logo" height="30" /></a> Data Scientist</h1>
<div class="wrapper-columns">
<div class="left-column div1">
<p>Co-led company-wide innovation and change processes as a key Data Scientist.</p>
<p>Bridged technical and business aspects through presentations and data analysis.</p>
</div>
<div class="right-column div2">
<ul>
<p>Designed a modified genetic algorithm for combinatorial optimization.</p>
<p>Implemented the company's first production ML algorithm (NLP) in 30+ stores.</p>
<p>Created heuristic models for dynamic pricing, deployed in 100+ stores across 2 countries.</p>
<p>Developed a heuristic model for optimizing decisions on expiring products, implemented in 40+ stores.</p>
</ul>
</div>
</div>
</div>
<div class="timeline-item" date-is='May 2018 - September 2018'>
<h1><a href="https://www.sncf-connect.com/"><img src="source/oui_sncf_logo.png" alt="SNCF Connect & Tech Logo" height="30" /></a> Data Scientist</h1>
<div class="wrapper-columns">
<div class="left-column div1">
<p>Designed and implemented an automated solution for test data analysis.</p>
<p>Utilized Python (Keras/TensorFlow), Flask, and Docker for development.</p>
</div>
<div class="right-column div2">
<ul>
<p>Implemented both batch and online learning techniques.</p>
<p>Worked in an Agile environment (Scrum/Kanban).</p>
<p>Project outcomes led to additional funded proposals.</p>
</ul>
</div>
</div>
</div>
</div>
<footer>
<p>© 2024 Thomas Coquereau. All rights reserved.</p>
</footer>
</body>
</html>