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<p><a href="./files/cv.pdf">(PDF version)</a></p> <p><a href="./files/cv.pdf">(PDF version)</a></p>
<h2 id="work-experience">Work experience</h2> <h2 id="work-experience">Work experience</h2>
<h4 id="mindsay-rd-data-scientist-and-engineering-manager"><a href="https://www.mindsay.com/">Mindsay</a>: R&amp;D Data Scientist and Engineering Manager</h4> <h3 id="mindsay-rd-data-scientist-and-engineering-manager"><a href="https://www.mindsay.com/">Mindsay</a>: R&amp;D Data Scientist and Engineering Manager</h3>
<p>October 2018–present</p> <p>October 2018–present</p>
<ul> <ul>
<li>Natural Language Processing and Reinforcement Learning for Chatbots</li> <li>Natural Language Processing and Reinforcement Learning for Chatbots</li>
@ -48,7 +48,7 @@
<li>Entirely responsible with the CTO for the patents strategy in Europe and abroad</li> <li>Entirely responsible with the CTO for the patents strategy in Europe and abroad</li>
<li>Attended a 6-day training programme for young managers (<a href="https://ignition-program.com/formations/spineup-mars-2020">SpineUp</a> by Ignition Program)</li> <li>Attended a 6-day training programme for young managers (<a href="https://ignition-program.com/formations/spineup-mars-2020">SpineUp</a> by Ignition Program)</li>
</ul> </ul>
<h4 id="sysnav-real-time-geolocalization-algorithm-on-an-embedded-device"><a href="http://www.sysnav.fr/">Sysnav</a>: Real-time geolocalization algorithm on an embedded device</h4> <h3 id="sysnav-real-time-geolocalization-algorithm-on-an-embedded-device"><a href="http://www.sysnav.fr/">Sysnav</a>: Real-time geolocalization algorithm on an embedded device</h3>
<p>March–August 2017</p> <p>March–August 2017</p>
<ul> <ul>
<li>Mathematical modelling of the human walk</li> <li>Mathematical modelling of the human walk</li>
@ -57,10 +57,10 @@
<li><em>Award:</em> <a href="http://www.sysnav.fr/dimitri-lozeve-etudiant-sysnav-obtient-le-prix-du-meilleur-stage-de-recherche-2017-de-lecole-polytechnique/">Best Research Internship 2017, from École polytechnique</a></li> <li><em>Award:</em> <a href="http://www.sysnav.fr/dimitri-lozeve-etudiant-sysnav-obtient-le-prix-du-meilleur-stage-de-recherche-2017-de-lecole-polytechnique/">Best Research Internship 2017, from École polytechnique</a></li>
<li><a href="./files/sysnav_internship.pdf">Outline of the confidential report (PDF, in French)</a> (<a href="./files/sysnav_internship.pdf.minisig">sig</a>) and <a href="https://dlozeve.github.io/stage3a/">slides</a></li> <li><a href="./files/sysnav_internship.pdf">Outline of the confidential report (PDF, in French)</a> (<a href="./files/sysnav_internship.pdf.minisig">sig</a>) and <a href="https://dlozeve.github.io/stage3a/">slides</a></li>
</ul> </ul>
<h4 id="natixis-london-branch-global-infrastructure-and-projects-intern-analyst"><a href="https://www.natixis.com/">Natixis</a> London Branch, Global Infrastructure and Projects: Intern Analyst</h4> <h3 id="natixis-london-branch-global-infrastructure-and-projects-intern-analyst"><a href="https://www.natixis.com/">Natixis</a> London Branch, Global Infrastructure and Projects: Intern Analyst</h3>
<p>June–August 2016</p> <p>June–August 2016</p>
<p>Origination and execution of project finance transactions: offshore windfarms, hydroelectric dams, and a biomass power plant now under construction in northeastern England. Long-term projections of energy and financial time series data.</p> <p>Origination and execution of project finance transactions: offshore windfarms, hydroelectric dams, and a biomass power plant now under construction in northeastern England. Long-term projections of energy and financial time series data.</p>
<h4 id="french-engineering-corps-army-officer">French Engineering Corps: Army officer</h4> <h3 id="french-engineering-corps-army-officer">French Engineering Corps: Army officer</h3>
<p>2014–2015</p> <p>2014–2015</p>
<p>Operation Sangaris: Military intervention in the Central African Republic.</p> <p>Operation Sangaris: Military intervention in the Central African Republic.</p>
<ul> <ul>
@ -70,31 +70,31 @@
<li><em>French Republic Distinctions:</em> Overseas Medal, National Defence Medal</li> <li><em>French Republic Distinctions:</em> Overseas Medal, National Defence Medal</li>
</ul> </ul>
<h2 id="education">Education</h2> <h2 id="education">Education</h2>
<h4 id="university-of-oxford-msc-in-statistical-science">University of Oxford: <a href="https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science">MSc in Statistical Science</a></h4> <h3 id="university-of-oxford-msc-in-statistical-science">University of Oxford: <a href="https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science">MSc in Statistical Science</a></h3>
<p>2017–2018</p> <p>2017–2018</p>
<ul> <ul>
<li>Applied and computational statistics, statistical machine learning and statistical inference</li> <li>Applied and computational statistics, statistical machine learning and statistical inference</li>
</ul> </ul>
<h4 id="école-polytechnique"><a href="https://www.polytechnique.edu/">École polytechnique</a></h4> <h3 id="école-polytechnique"><a href="https://www.polytechnique.edu/">École polytechnique</a></h3>
<p>2014–2017</p> <p>2014–2017</p>
<ul> <ul>
<li>Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science</li> <li>Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science</li>
<li><em>Distinctions:</em> Outstanding Investment, Outstanding Leadership</li> <li><em>Distinctions:</em> Outstanding Investment, Outstanding Leadership</li>
</ul> </ul>
<h4 id="lycée-privé-sainte-geneviève-versailles-preparatory-classes-to-french-grandes-écoles">Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French <em>Grandes Écoles</em></h4> <h3 id="lycée-privé-sainte-geneviève-versailles-preparatory-classes-to-french-grandes-écoles">Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French <em>Grandes Écoles</em></h3>
<p>2012–2014</p> <p>2012–2014</p>
<ul> <ul>
<li>Majors in Mathematics and Physics</li> <li>Majors in Mathematics and Physics</li>
</ul> </ul>
<h2 id="scientific-projects">Scientific projects</h2> <h2 id="scientific-projects">Scientific projects</h2>
<h4 id="topological-data-analysis-of-time-dependent-networks">Topological Data Analysis of time-dependent networks</h4> <h3 id="topological-data-analysis-of-time-dependent-networks">Topological Data Analysis of time-dependent networks</h3>
<p>2018</p> <p>2018</p>
<ul> <ul>
<li>Master’s thesis, joint work with Oxford’s Department of Statistics and Mathematical Institute, with Prof. Heather Harrington (Oxford), Prof. Mason Porter (UCLA), and Prof. Renaud Lambiotte (Oxford)</li> <li>Master’s thesis, joint work with Oxford’s Department of Statistics and Mathematical Institute, with Prof. Heather Harrington (Oxford), Prof. Mason Porter (UCLA), and Prof. Renaud Lambiotte (Oxford)</li>
<li>Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks</li> <li>Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks</li>
<li><a href="./files/tdanetworks.pdf">Dissertation (PDF)</a> (<a href="./files/tdanetworks.pdf.minisig">sig</a>)</li> <li><a href="./files/tdanetworks.pdf">Dissertation (PDF)</a> (<a href="./files/tdanetworks.pdf.minisig">sig</a>)</li>
</ul> </ul>
<h4 id="research-work-on-community-detection-in-social-networks">Research work on Community Detection in Social Networks</h4> <h3 id="research-work-on-community-detection-in-social-networks">Research work on Community Detection in Social Networks</h3>
<p>2016–2017</p> <p>2016–2017</p>
<ul> <ul>
<li>Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié</li> <li>Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié</li>
@ -102,21 +102,21 @@
<li>Application to large-scale, real-world social networks</li> <li>Application to large-scale, real-world social networks</li>
<li><a href="./files/communitydetection.pdf">Dissertation (PDF, in French)</a> (<a href="./files/communitydetection.pdf.minisig">sig</a>) and <a href="https://dlozeve.github.io/reveal_CommunityDetection/">slides</a></li> <li><a href="./files/communitydetection.pdf">Dissertation (PDF, in French)</a> (<a href="./files/communitydetection.pdf.minisig">sig</a>) and <a href="https://dlozeve.github.io/reveal_CommunityDetection/">slides</a></li>
</ul> </ul>
<h4 id="serb-x-cubesat-ii-program-a-nano-satellite-dedicated-to-sun-earth-relationship">SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship</h4> <h3 id="serb-x-cubesat-ii-program-a-nano-satellite-dedicated-to-sun-earth-relationship">SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship</h3>
<p>2015–2016</p> <p>2015–2016</p>
<ul> <ul>
<li>Solar Irradiance and Earth Radiation Budget: Payload preliminary design</li> <li>Solar Irradiance and Earth Radiation Budget: Payload preliminary design</li>
<li>Co-authored <a href="http://dx.doi.org/10.1117/12.2222660">SPIE Proceedings article</a> on the project’s technical specifications</li> <li>Co-authored <a href="http://dx.doi.org/10.1117/12.2222660">SPIE Proceedings article</a> on the project’s technical specifications</li>
<li><a href="./files/serb.pdf">Dissertation (PDF, in French)</a> (<a href="./files/serb.pdf.minisig">sig</a>)</li> <li><a href="./files/serb.pdf">Dissertation (PDF, in French)</a> (<a href="./files/serb.pdf.minisig">sig</a>)</li>
</ul> </ul>
<h4 id="research-work-on-markov-chains-and-queuing-theory">Research work on Markov Chains and Queuing Theory</h4> <h3 id="research-work-on-markov-chains-and-queuing-theory">Research work on Markov Chains and Queuing Theory</h3>
<p>2013–2014</p> <p>2013–2014</p>
<ul> <ul>
<li>Study on the convergence of queues through algebra and numerical simulations</li> <li>Study on the convergence of queues through algebra and numerical simulations</li>
<li><a href="./files/filesdattente.pdf">Dissertation (PDF, in French)</a> (<a href="./files/filesdattente.pdf.minisig">sig</a>)</li> <li><a href="./files/filesdattente.pdf">Dissertation (PDF, in French)</a> (<a href="./files/filesdattente.pdf.minisig">sig</a>)</li>
</ul> </ul>
<h2 id="languages-and-skills">Languages and skills</h2> <h2 id="languages-and-skills">Languages and skills</h2>
<h4 id="computer-science">Computer science</h4> <h3 id="computer-science">Computer science</h3>
<p><strong>Python:</strong></p> <p><strong>Python:</strong></p>
<ul> <ul>
<li>Numerical computing: <a href="http://www.numpy.org/">Numpy</a>, <a href="https://www.scipy.org/">Scipy</a></li> <li>Numerical computing: <a href="http://www.numpy.org/">Numpy</a>, <a href="https://www.scipy.org/">Scipy</a></li>
@ -143,12 +143,12 @@
<p><strong>Haskell, Lisp (Scheme):</strong> Hobby projects (<a href="https://github.com/dlozeve/orbit">N-body simulation</a>, <a href="https://github.com/dlozeve/Civilisation-hs">SAT solver</a>, <a href="https://github.com/dlozeve/aoc2017">Advent of Code 2017</a>)</p> <p><strong>Haskell, Lisp (Scheme):</strong> Hobby projects (<a href="https://github.com/dlozeve/orbit">N-body simulation</a>, <a href="https://github.com/dlozeve/Civilisation-hs">SAT solver</a>, <a href="https://github.com/dlozeve/aoc2017">Advent of Code 2017</a>)</p>
<p><strong>Software:</strong> Git, GNU/Linux, LaTeX, <a href="https://aws.amazon.com/">Amazon AWS</a>, <a href="https://www.mongodb.com/">MongoDB</a>, <a href="https://www.wolfram.com/mathematica/">Wolfram Mathematica</a>, Microsoft Office</p> <p><strong>Software:</strong> Git, GNU/Linux, LaTeX, <a href="https://aws.amazon.com/">Amazon AWS</a>, <a href="https://www.mongodb.com/">MongoDB</a>, <a href="https://www.wolfram.com/mathematica/">Wolfram Mathematica</a>, Microsoft Office</p>
<p>See also <a href="./skills.html">a complete list of my skills in Statistics, Data Science and Machine Learning</a>.</p> <p>See also <a href="./skills.html">a complete list of my skills in Statistics, Data Science and Machine Learning</a>.</p>
<h4 id="languages">Languages</h4> <h3 id="languages">Languages</h3>
<ul> <ul>
<li>French</li> <li>French</li>
<li>English</li> <li>English</li>
</ul> </ul>
<h4 id="sports">Sports</h4> <h3 id="sports">Sports</h3>
<p><strong>Fencing:</strong> vice-president of the 2016 <a href="http://x-systra.com/">X-SYSTRA International Fencing Challenge</a>; 29th in the 2016 sabre French Student Championships</p> <p><strong>Fencing:</strong> vice-president of the 2016 <a href="http://x-systra.com/">X-SYSTRA International Fencing Challenge</a>; 29th in the 2016 sabre French Student Championships</p>
<p><strong>Scuba-diving:</strong> CMAS ★ ★ ★, 170+ dives</p> <p><strong>Scuba-diving:</strong> CMAS ★ ★ ★, 170+ dives</p>

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cv.org
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@ -7,7 +7,7 @@ title: "Curriculum Vitæ"
* Work experience * Work experience
*** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager ** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager
October 2018--present October 2018--present
- Natural Language Processing and Reinforcement Learning for Chatbots - Natural Language Processing and Reinforcement Learning for Chatbots
@ -15,7 +15,7 @@ title: "Curriculum Vitæ"
- Entirely responsible with the CTO for the patents strategy in Europe and abroad - Entirely responsible with the CTO for the patents strategy in Europe and abroad
- Attended a 6-day training programme for young managers ([[https://ignition-program.com/formations/spineup-mars-2020][SpineUp]] by Ignition Program) - Attended a 6-day training programme for young managers ([[https://ignition-program.com/formations/spineup-mars-2020][SpineUp]] by Ignition Program)
*** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device ** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device
March--August 2017 March--August 2017
- Mathematical modelling of the human walk - Mathematical modelling of the human walk
@ -24,7 +24,7 @@ title: "Curriculum Vitæ"
- /Award:/ [[http://www.sysnav.fr/dimitri-lozeve-etudiant-sysnav-obtient-le-prix-du-meilleur-stage-de-recherche-2017-de-lecole-polytechnique/][Best Research Internship 2017, from École polytechnique]] - /Award:/ [[http://www.sysnav.fr/dimitri-lozeve-etudiant-sysnav-obtient-le-prix-du-meilleur-stage-de-recherche-2017-de-lecole-polytechnique/][Best Research Internship 2017, from École polytechnique]]
- [[./files/sysnav_internship.pdf][Outline of the confidential report (PDF, in French)]] ([[./files/sysnav_internship.pdf.minisig][sig]]) and [[https://dlozeve.github.io/stage3a/][slides]] - [[./files/sysnav_internship.pdf][Outline of the confidential report (PDF, in French)]] ([[./files/sysnav_internship.pdf.minisig][sig]]) and [[https://dlozeve.github.io/stage3a/][slides]]
*** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst ** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst
June--August 2016 June--August 2016
Origination and execution of project finance transactions: Origination and execution of project finance transactions:
@ -32,7 +32,7 @@ title: "Curriculum Vitæ"
now under construction in northeastern England. Long-term now under construction in northeastern England. Long-term
projections of energy and financial time series data. projections of energy and financial time series data.
*** French Engineering Corps: Army officer ** French Engineering Corps: Army officer
2014--2015 2014--2015
Operation Sangaris: Military intervention in the Central African Operation Sangaris: Military intervention in the Central African
@ -44,31 +44,32 @@ title: "Curriculum Vitæ"
- /French Republic Distinctions:/ Overseas Medal, National Defence Medal - /French Republic Distinctions:/ Overseas Medal, National Defence Medal
* Education * Education
*** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]] ** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]]
2017--2018 2017--2018
- Applied and computational statistics, statistical machine learning and statistical inference - Applied and computational statistics, statistical machine learning and statistical inference
*** [[https://www.polytechnique.edu/][École polytechnique]] ** [[https://www.polytechnique.edu/][École polytechnique]]
2014--2017 2014--2017
- Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science - Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science
- /Distinctions:/ Outstanding Investment, Outstanding Leadership - /Distinctions:/ Outstanding Investment, Outstanding Leadership
*** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/ ** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/
2012--2014 2012--2014
- Majors in Mathematics and Physics - Majors in Mathematics and Physics
* Scientific projects * Scientific projects
*** Topological Data Analysis of time-dependent networks
** Topological Data Analysis of time-dependent networks
2018 2018
- Master's thesis, joint work with Oxford's Department of Statistics and Mathematical Institute, with Prof. Heather Harrington (Oxford), Prof. Mason Porter (UCLA), and Prof. Renaud Lambiotte (Oxford) - Master's thesis, joint work with Oxford's Department of Statistics and Mathematical Institute, with Prof. Heather Harrington (Oxford), Prof. Mason Porter (UCLA), and Prof. Renaud Lambiotte (Oxford)
- Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks - Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks
- [[./files/tdanetworks.pdf][Dissertation (PDF)]] ([[./files/tdanetworks.pdf.minisig][sig]]) - [[./files/tdanetworks.pdf][Dissertation (PDF)]] ([[./files/tdanetworks.pdf.minisig][sig]])
*** Research work on Community Detection in Social Networks ** Research work on Community Detection in Social Networks
2016--2017 2016--2017
- Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié - Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié
@ -76,14 +77,14 @@ title: "Curriculum Vitæ"
- Application to large-scale, real-world social networks - Application to large-scale, real-world social networks
- [[./files/communitydetection.pdf][Dissertation (PDF, in French)]] ([[./files/communitydetection.pdf.minisig][sig]]) and [[https://dlozeve.github.io/reveal_CommunityDetection/][slides]] - [[./files/communitydetection.pdf][Dissertation (PDF, in French)]] ([[./files/communitydetection.pdf.minisig][sig]]) and [[https://dlozeve.github.io/reveal_CommunityDetection/][slides]]
*** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship ** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship
2015--2016 2015--2016
- Solar Irradiance and Earth Radiation Budget: Payload preliminary design - Solar Irradiance and Earth Radiation Budget: Payload preliminary design
- Co-authored [[http://dx.doi.org/10.1117/12.2222660][SPIE Proceedings article]] on the project’s technical specifications - Co-authored [[http://dx.doi.org/10.1117/12.2222660][SPIE Proceedings article]] on the project’s technical specifications
- [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]]) - [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]])
*** Research work on Markov Chains and Queuing Theory ** Research work on Markov Chains and Queuing Theory
2013--2014 2013--2014
- Study on the convergence of queues through algebra and numerical simulations - Study on the convergence of queues through algebra and numerical simulations
@ -91,7 +92,7 @@ title: "Curriculum Vitæ"
* Languages and skills * Languages and skills
*** Computer science ** Computer science
*Python:* *Python:*
@ -124,12 +125,12 @@ title: "Curriculum Vitæ"
See also [[./skills.html][a complete list of my skills in Statistics, Data Science and Machine Learning]]. See also [[./skills.html][a complete list of my skills in Statistics, Data Science and Machine Learning]].
*** Languages ** Languages
- French - French
- English - English
*** Sports ** Sports
*Fencing:* vice-president of the 2016 [[http://x-systra.com/][X-SYSTRA International Fencing Challenge]]; 29th in the 2016 sabre French Student Championships *Fencing:* vice-president of the 2016 [[http://x-systra.com/][X-SYSTRA International Fencing Challenge]]; 29th in the 2016 sabre French Student Championships