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<!DOCTYPE html>
<!--[if lt IE 8 ]><html class="no-js ie ie7" lang="en"> <![endif]-->
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<head>
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<title>Maxime Bombrun - Webpage</title>
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<a class="smoothscroll" href="#home"><i class="fa fa-home fa-fw"></i>Home</a>
</li>
<li>
<a class="smoothscroll" href="#about"><i class="fa fa-user fa-fw"></i>About Me</a>
</li>
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<a class="smoothscroll" href="#resume"><i class="fa fa-file-text fa-fw"></i>Resume</a>
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<h1 class="responsive-headline wow zoomIn">I'm <span>Maxime Bombrun</span></h1>
<h3 class="wow fadeInUp">CEO of <span>DataBron</span>, a <span>Data Science and Analytic Consulting</span></h3>
<h3 class="wow fadeInUp">Ph.D. in <span>Computer Science</span> and <span>Geology</span> specialized in <span>Computerized Image Processing</span> and <span>Analysis</span>. <br> Welcome on my homepage and feel free to learn more <a class="smoothscroll" href="#about">about me</a>.</h3>
<hr />
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<img class="profile-pic wow zoomIn" src="./images/avatar.jpg" alt="" />
<h2>Maxime Bombrun</h2>
<h3>CEO & Senior Consultant Data Science</h3>
</div>
</div>
<div class="six columns main-col wow fadeIn">
<div class="arrow-left"></div>
<p>Welcome to the homepage of Maxime Bombrun <br> I have a Ph.D. in Computer Science and currently the Senior Data Scientist of my own consulting company DataBron in Stockholm, Sweden.
<br> <!--I am currently not looking for a new position in Image Processing & Analysis. However, -->I am always looking for challenging projects in which I will be able to applied my expertise in data analytics and image processing. <br> I am also curious about new domains of application for image analysis such as astronomy and oceanography. <br> Here, you will find information about my main research interests, my teaching activities and some personal information.
</p>
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<p>
<a href="#contact" class="button"><i class="fa fa-paper-plane"></i>Contact Me</a>
<a href="./docs/Resume_M.Bombrun.pdf" class="button" target="_blank"><i class="fa fa-download"></i>Download Resume</a>
</p>
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</section>
<section id="resume">
<h1 class="section-title wow fadeInDown">Resume</h1>
<div class="row work">
<div class="three columns header-col">
<h2><span>Employment</span></h2>
</div>
<div class="nine columns main-col">
<div class="work-timeline">
<ul class="timeline">
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">December 2022 - Present</p>
<h3>DataBron <br> Stockholm, Sweden</h3>
<h4>CEO and Senior Data Scientist</h4>
<p>I am developing the overall vision and strategic direction my consulting company while driving its growth and success.
<ul>
<li>I am working with international clients to provide data-driven solutions to their issues in analytic and modelisation.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">March 2020 - April 2023</p>
<h3>Data Analytic Team, Tradera <br> Stockholm, Sweden</h3>
<h4>Lead Data Scientist</h4>
<p>I was leading the data science vision and roadmap for the e-commerce platform Tradera; while deploying machine learning solutions to improve circular consumption and sustainable shopping. Proficient in handling the whole data lifecycle from warehousing to deployment and conveying the outcomes intelligibly to boost the core business.
</p>
<p>
<ul>
<li>Implemented recommendation systems for personalised brands, search keywords, and sellers, and trending searches. Increased number of clicks on these features by, at least, 400\%.</li>
<li>Developed tags auto-completion by NLP approaches, dynamic auto-modeling for each attribute, 91 models in production.</li>
<li>Completed two user safety projects on phishing monitoring and frauds detection based on five years of data, >5B observations.</li>
<li>Designed four A/B tests and their statistical validations based on Bayesian hypothesis. At least 2\% improvement on core metrics under 5\% MDE.</li>
<li>Promulgated data science within the company through three workshops and two lectures, one being at the G-Cloud Day.</li>
<li>Defined and supervised two Master student projects, on the category tree architecture and deep learning implementation of product recommendations.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">October 2019 - Present</p>
<h3>Forest Phenotyping Working Group <br> International Plant Phenotyping Network</h3>
<h4>Chairman</h4>
<p>Organising the development of the Forest Phenotyping Working Group.
The goals of the Forest Phenotyping Working Group is to improve the understanding of multiple scale forest dynamics through its
phenotypes. The development of tools, platforms, methodologies and an international community
will bring together experts from silvilculture, forest management, genetic, computer & data
science, experimental design, and forest biometrics and geomatics, to tackle the emerging
challenges related to climate changes, sustainable forest management, the need for healthier
forests and the manufacture of sustainable and cleaner products. </p>
<p>
<ul>
<li>Promote the concept of forest phenotyping to the international scientific community.</li>
<li>Enable the sharing of knowledge and efforts with the international scientific community</li>
<li>Encourage the expansion of efforts to phenotype seedlings, trees, and forests</li>
<li>Build networks within the IPPN community to share and develop platforms of interest to other IPPN working groups</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">October 2019 - February 2020</p>
<h3>Data Analytic Team, Scion <br> Rotorua, New Zealand</h3>
<h4>Research Leader</h4>
<p>Supporting Digital Foresters in a data-driven World.
<ul>
<li>I was leading the Data Analytics Team comprised of three data/computer scientists, one bio-informatician and one biometrician, working across the forestry value chain to optimise its sustainability and the transition to a bio-circular world.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">January 2018 - October 2019</p>
<h3>Data Analytic Team, Scion <br> Rotorua, New Zealand</h3>
<h4>Data Scientist</h4>
<p>Phenotyping Platform
<ul>
<li>Implemented gradient boosting models to handle large, forest-scale dataset with complex and noisy features with mixed data types for phenotyping inferences.
These inferences allow to estimate and predict the productivity of trees across the estate, and therefore to select tree stocks based on environmental conditions for superior genotyping. </li>
<li>Improved and maintained a web platform for visualisation of large point-cloud data. I am currently Project Leader on the internal deployment of this platform.</li>
<li>Supported the statistical analysis of several business-oriented projects, including client reporting.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">January 2016 - January 2018</p>
<h3>Centre for Image Analysis and SciLifeLab, Uppsala Universitet <br> Uppsala, Sweden</h3>
<h4>PostDoc</h4>
<p>Large-Scale Data Analysis for Digital Image Analysis Applications
I developed a tool for automated quantification of cell and tissue morphology in digital images. Difficulties lie in the parallel management and processing of 24 images (e.g., 48000x40000 pixels). This framework aims to support clinicians' diagnosis and to complement visual assessment when investigating disease and/or drug response.</p>
<ul>
<li>Developed an open-source tool which combines the analysis of gene expression with quantification of cell and tissue morphology.</li>
<li>Shaped a web platform for visualisation of large slide scanner images (e.g., 48000x40000 pixels) at different resolutions. </li>
<li>Developed an image processing algorithm for nucleus and lipid droplet segmentation and feature extraction in high-content/high-throughput microscopy screening.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">October 2012 - October 2015</p>
<h3>Université Blaise Pascal <br> Clermont-Ferrand, France</h3>
<h4>PhD Student</h4>
<p> Characterisation of Volcanic Emissions through Thermal Vision </p>
<p>I studied the different components of strombolian eruptions at the full range of remote sensing spatial scales. These range from millimeters (83,000 individual particles detected through 31 eruptions recorded at 200Hz with thermal camera) to kilometers (two frames per day over two years, imaged with satellite field of view). Overall, I provided a better understanding of plume dynamics through thermal vision.</p>
<ul>
<li>Developed an algorithm to segment and track high-speed particles recorded on thermal videos.</li>
<li>Designed a novel method to segment and parameterise volcanic plumes on thermal videos. </li>
<li>Implemented an algorithm to detect multiple change points in 2D radiometer data.</li>
<li>Investigated new processes to detect hot spots in satellite imagery.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">April 2012 - September 2012</p>
<h3>Lawrence Berkeley National Laboratory (LBNL), Berkeley, USA</h3>
<h4>Research Trainee</h4>
<p>Java applications development for Detection and Tracking of DNA repair centres <br>
<ul>
<li>The aim of this project was to improve the understanding of the nucleid organisation and the spatial
distribution of the DNA repair centres. Due to the large amount of data involved, I translated the
existing codes in Java. Then, I developed an algorithm to segment, track and register nucleid
through time.</li>
</ul>
</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">April 2011 - September 2011</p>
<h3>Laboratoire des Sciences de l'Habitat<br> Lyon, France</h3>
<h4>Intern</h4>
<p>iPhone application development for lighting design<br>
<ul>
<li>I developed an iPhone application to model luminance maps in interior spaces: iPhotoLux. I carried
out several experiments to calibrate the camera of the iPhone4. Then, I updated an application
which provides daily brightness data of a position to optimise photovoltaic panels unfolding.</li>
</ul>
</p>
</div>
</li>
</ul>
</div>
</div>
</div>
<div class="row teaching">
<div class="three columns header-col">
<h2><span>Teaching</span></h2>
</div>
<div class="nine columns main-col">
<div class="teaching-timeline">
<ul class="timeline">
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">November 2018 - November 2023</p>
<h3>Center for Molecular Medicine<br> Stockholm, Sweden</h3>
<h4>Invited Guest Lecturer</h4>
<p><strong>Bioimaging and Cell Analysis, CellProfiler </strong><br>
Teaching Master and PhD students (responsible of the content for lectures and tutorials) <br>4h/year</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">September 2017</p>
<h3>Summer School: Advanced Methods in BioMedical Image Analysis (AMBIA)<br> Brno, Czech Republic</h3>
<h4>Invited Speaker</h4>
<p><strong>Image Analysis in Biomedical Screening Application </strong><br>
Lecture and tutorials <br>4h</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">June 2016</p>
<h3>Congress of the International Society for Advancement of Cytometry<br> Seattle, USA</h3>
<h4>Speaker</h4>
<p><strong>Configuring accurate cell detection in images using CellProfiler</strong><br>
Scientific tutorial <br>4h</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">January 2015 - January 2017</p>
<h3>Uppsala Universitet/Karolinska Institutet<br> Uppsala/Stockholm, Sweden</h3>
<h4>Lecturer</h4>
<p><strong>Bioimaging and Cell Analysis, Image Analysis & Processing, CellProfiler </strong><br>
Teaching Master and PhD students (responsible of the content for lectures and tutorials) <br>34h/year</p>
</div>
</li>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<p class="timeline-event-thumbnail">October 2012 - October 2015</p>
<h3>Université Blaise Pascal <br> Clermont-Ferrand, France</h3>
<h4>Teaching Assistant</h4>
<p><strong>Data structure</strong><br>
Teaching Master students in engineering school (lectures and tutorials) <br>56h/year</p>
</div>
</li>
</ul>
</div>
</div>
</div>
<div class="row education">
<div class="three columns header-col">
<h2><span>Education</span></h2>
</div>
<div class="nine columns main-col">
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<p class="timeline-event-thumbnail">October 2012 - October 2015</p>
<h3>Université Blaise Pascal <br> Clermont-Ferrand, France</h3>
<h4>Ph.D.</h4>
<p><strong>Computer Science & Geology</strong><br>
Characterisation of Volcanic Emissions through Thermal Vision</p>
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<h3>Université Blaise Pascal <br> Clermont-Ferrand, France</h3>
<h4>Master's degree</h4>
<p><strong>Image Processing</strong></p>
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<h3>Institut Supérieur d'Informatique, de Modélisation et de leurs Applications (ISIMA)<br> Clermont-Ferrand, France</h3>
<h4>Master's Degree, <br> i.e. Diplôme d'ingénieur </h4>
<p><strong>Engineering</strong><br>
Specializing in Computation and Scientific Modelling <br>(Applied Mathematics).</p>
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<h1 class="section-title wow fadeInDown">Some of My Works</h1>
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<h5>Your project?</h5>
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<h5>Project in progress</h5>
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<h5>Forest Phenotyping Platform</h5>
<p>Features of importance in highly-correlated variables</p>
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<h5>Lipid droplet segmentation</h5>
<p>Detection of individuality in clustered signals</p>
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<h5>TissueMaps</h5>
<p>Detection of Pixel-size Signals in Giga-Images</p>
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<h5>Characterisation of Strombolian Activity during Lava Fountaining</h5>
<p>Change Point Detection in Radiometer Acquisition</p>
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<h5>Plume Evolution</h5>
<p>Heterogeneous Segmentation & Tracking</p>
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<h5>Volcanic Ballistic Characterisation</h5>
<p>High-Speed Segmentation & Tracking</p>
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<h5>Strombolian eruption</h5>
<p>Multi-Parametric Acquisition & Thermal video</p>
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<h5>DNA Repair Center</h5>
<p>Cell Tracking, Features Classification & Cycling</p>
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<h5>iPhotoLux</h5>
<p>Luminance modelisation</p>
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<h4>Your project?</h4>
<p>I am always looking for exciting challenges.</p>
<span class="categories"><i class="fa fa-tag"></i>Novelty, Challenge</span>
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<h4>Forest-Scale Phenotyping: Productivity Characterisation Through Machine Learning</h4>
<p>A gradient-boosting approach to extract meaningful insights from complex, highly-correlated variables to
characterise key drivers of productivity in large forest estate.</p>
<span class="categories"><i class="fa fa-tag"></i>Gradient boosting, GPU-acceleration, LIDAR., Forestry phenotyping</span>
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<h4>Quantitative High-Content/High-Throughput Microscopy Analysis of Subject-Specific Adipogenesis Models</h4>
<p>A new image processing algorithm for nucleus and lipid droplet segmentation and features extraction.</p>
<span class="categories"><i class="fa fa-tag"></i>Adipocyte, Features extraction, High-content analysis</span>
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<h4>TissueMaps</h4>
<p>An open-source platform which combine the analysis of gene expression with quantification of cell and tissue morphology in large screening.</p>
<span class="categories"><i class="fa fa-tag"></i>Microscopy based <it>in situ</it> sequencing</span>
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<h4>Fountaining activity: a thermal energy-based driver</h4>
<p>A 2D point change detection routine to characterise event waveforms apparent in the precursory, strombolian phase.</p>
<span class="categories"><i class="fa fa-tag"></i>Explosive regime transition & Radiometry</span>
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<h4>Plume segmentation through thermal video</h4>
<p>Video recorded during a field campaign on Santiaguito Volcano in 2008.</p>
<span class="categories"><i class="fa fa-tag"></i>Plume edges characterisation & Tracking</span>
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<h4>Particle detection in High-Speed thermal video</h4>
<p>Main project of my PhD. The detection of hundred of particles ejected during a strombolian eruption recorded at 200Hz with a thermal camera.</p>
<span class="categories"><i class="fa fa-tag"></i>Segmentation, Tracking, High-speed</span>
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<h4>Strombolian eruption through thermal camera</h4>
<p>Video recorded during a field campaign on Stromboli Volcano in October 2012.</p>
<span class="categories"><i class="fa fa-tag"></i>Thermal camera, Volcanology</span>
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<h4>DNA repair center</h4>
<p>Main project of my internship. An automated high-content analysis to follow the evolution of the DNA damage response with fluorescent markers at the cellular level.</p>
<span class="categories"><i class="fa fa-tag"></i>Double strand breaks, Protein characterisation</span>
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<h4>iPhotoLux</h4>
<p>Development of an iPhone application for characterisation of luminosity in closed environment through the device's camera.</p>
<span class="categories"><i class="fa fa-tag"></i>Luminosity design, Smartphone application</span>
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