October 2018–present
March–August 2017
June–August 2016
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.
-2014–2015
Operation Sangaris: Military intervention in the Central African Republic.
2017–2018
2014–2017
2012–2014
2018
2016–2017
2015–2016
2013–2014
Python:
Haskell, Lisp (Scheme): Hobby projects (N-body simulation, SAT solver, Advent of Code 2017)
Software: Git, GNU/Linux, LaTeX, Amazon AWS, MongoDB, Wolfram Mathematica, Microsoft Office
See also a complete list of my skills in Statistics, Data Science and Machine Learning.
-Fencing: vice-president of the 2016 X-SYSTRA International Fencing Challenge; 29th in the 2016 sabre French Student Championships
Scuba-diving: CMAS ★ ★ ★, 170+ dives
diff --git a/cv.org b/cv.org index d9b957f..40df679 100644 --- a/cv.org +++ b/cv.org @@ -7,130 +7,131 @@ title: "Curriculum Vitæ" * Work experience -*** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager - October 2018--present +** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager + October 2018--present - - Natural Language Processing and Reinforcement Learning for Chatbots - - Management of the R&D team (3 data scientists) and of all research projects - - 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) + - Natural Language Processing and Reinforcement Learning for Chatbots + - Management of the R&D team (3 data scientists) and of all research projects + - 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) -*** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device - March--August 2017 +** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device + March--August 2017 - - Mathematical modelling of the human walk - - Step detection using artificial intelligence on inertial sensors data - - Statistical methods for trajectory reconstruction - - /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]] + - Mathematical modelling of the human walk + - Step detection using artificial intelligence on inertial sensors data + - Statistical methods for trajectory reconstruction + - /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]] -*** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst - June--August 2016 +** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst + June--August 2016 - 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. + 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. -*** French Engineering Corps: Army officer - 2014--2015 +** French Engineering Corps: Army officer + 2014--2015 - Operation Sangaris: Military intervention in the Central African - Republic. + Operation Sangaris: Military intervention in the Central African + Republic. - - Instructor for new recruits for 4 months (around 30 soldiers) - - Security Officer during the building of a Bailey bridge in Bangui - - Participation in an intelligence gathering mission in the Northeastern part of the country - - /French Republic Distinctions:/ Overseas Medal, National Defence Medal + - Instructor for new recruits for 4 months (around 30 soldiers) + - Security Officer during the building of a Bailey bridge in Bangui + - Participation in an intelligence gathering mission in the Northeastern part of the country + - /French Republic Distinctions:/ Overseas Medal, National Defence Medal * Education -*** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]] - 2017--2018 +** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]] + 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]] - 2014--2017 +** [[https://www.polytechnique.edu/][École polytechnique]] + 2014--2017 - - Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science - - /Distinctions:/ Outstanding Investment, Outstanding Leadership + - Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science + - /Distinctions:/ Outstanding Investment, Outstanding Leadership -*** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/ - 2012--2014 +** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/ + 2012--2014 - - Majors in Mathematics and Physics + - Majors in Mathematics and Physics * Scientific projects -*** Topological Data Analysis of time-dependent networks - 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) - - 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]]) +** Topological Data Analysis of time-dependent networks + 2018 -*** Research work on Community Detection in Social Networks - 2016--2017 + - 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 + - [[./files/tdanetworks.pdf][Dissertation (PDF)]] ([[./files/tdanetworks.pdf.minisig][sig]]) - - Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié - - Comparison of the performance of state-of-the-art algorithms (theory and implementations) - - 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]] +** Research work on Community Detection in Social Networks + 2016--2017 -*** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship - 2015--2016 + - Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié + - Comparison of the performance of state-of-the-art algorithms (theory and implementations) + - 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]] - - 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 - - [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]]) +** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship + 2015--2016 -*** Research work on Markov Chains and Queuing Theory - 2013--2014 + - 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 + - [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]]) - - Study on the convergence of queues through algebra and numerical simulations - - [[./files/filesdattente.pdf][Dissertation (PDF, in French)]] ([[./files/filesdattente.pdf.minisig][sig]]) +** Research work on Markov Chains and Queuing Theory + 2013--2014 + + - Study on the convergence of queues through algebra and numerical simulations + - [[./files/filesdattente.pdf][Dissertation (PDF, in French)]] ([[./files/filesdattente.pdf.minisig][sig]]) * Languages and skills -*** Computer science +** Computer science - *Python:* + *Python:* - - Numerical computing: [[http://www.numpy.org/][Numpy]], [[https://www.scipy.org/][Scipy]] - - Data analysis: [[https://pandas.pydata.org/][Pandas]] - - Machine Learning: [[http://scikit-learn.org/][Scikit-Learn]] - - Deep Learning: [[https://www.tensorflow.org/][TensorFlow]], [[http://pytorch.org/][PyTorch]] - - Network analysis: [[https://networkx.github.io/][NetworkX]], [[https://graph-tool.skewed.de/][graph-tool]] - - Research projects and hackathons: [[https://github.com/dlozeve/community-detection][community detection]] and [[https://github.com/dlozeve/DocAssist][DocAssist]] + - Numerical computing: [[http://www.numpy.org/][Numpy]], [[https://www.scipy.org/][Scipy]] + - Data analysis: [[https://pandas.pydata.org/][Pandas]] + - Machine Learning: [[http://scikit-learn.org/][Scikit-Learn]] + - Deep Learning: [[https://www.tensorflow.org/][TensorFlow]], [[http://pytorch.org/][PyTorch]] + - Network analysis: [[https://networkx.github.io/][NetworkX]], [[https://graph-tool.skewed.de/][graph-tool]] + - Research projects and hackathons: [[https://github.com/dlozeve/community-detection][community detection]] and [[https://github.com/dlozeve/DocAssist][DocAssist]] - *Julia:* + *Julia:* - - Numerical computing, machine learning - - Optimisation and Operations Research: [[https://github.com/JuliaOpt/JuMP.jl][JuMP]] - - Projects: [[https://github.com/dlozeve/GardenOptim][Garden optimisation]] using Markov Chain Monte Carlo and integer programming + - Numerical computing, machine learning + - Optimisation and Operations Research: [[https://github.com/JuliaOpt/JuMP.jl][JuMP]] + - Projects: [[https://github.com/dlozeve/GardenOptim][Garden optimisation]] using Markov Chain Monte Carlo and integer programming - *R:* + *R:* - - Statistical modelling and inference (generalised linear models, bayesian analysis) - - Data analysis: [[https://www.tidyverse.org/][Tidyverse]] - - Network analysis: [[http://igraph.org/][igraph]] + - Statistical modelling and inference (generalised linear models, bayesian analysis) + - Data analysis: [[https://www.tidyverse.org/][Tidyverse]] + - Network analysis: [[http://igraph.org/][igraph]] - *C, Java:* Embedded and [[https://github.com/dlozeve/Satrap][network]] programming, [[https://github.com/dlozeve/topological-persistence][scientific computing]] + *C, Java:* Embedded and [[https://github.com/dlozeve/Satrap][network]] programming, [[https://github.com/dlozeve/topological-persistence][scientific computing]] - *SQL:* Basics + *SQL:* Basics - *Haskell, Lisp (Scheme):* Hobby projects ([[https://github.com/dlozeve/orbit][N-body simulation]], [[https://github.com/dlozeve/Civilisation-hs][SAT solver]], [[https://github.com/dlozeve/aoc2017][Advent of Code 2017]]) + *Haskell, Lisp (Scheme):* Hobby projects ([[https://github.com/dlozeve/orbit][N-body simulation]], [[https://github.com/dlozeve/Civilisation-hs][SAT solver]], [[https://github.com/dlozeve/aoc2017][Advent of Code 2017]]) - *Software:* Git, GNU/Linux, LaTeX, [[https://aws.amazon.com/][Amazon AWS]], [[https://www.mongodb.com/][MongoDB]], [[https://www.wolfram.com/mathematica/][Wolfram Mathematica]], Microsoft Office + *Software:* Git, GNU/Linux, LaTeX, [[https://aws.amazon.com/][Amazon AWS]], [[https://www.mongodb.com/][MongoDB]], [[https://www.wolfram.com/mathematica/][Wolfram Mathematica]], Microsoft Office - 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 - - English + - French + - 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 - *Scuba-diving:* CMAS ★ ★ ★, 170+ dives + *Scuba-diving:* CMAS ★ ★ ★, 170+ dives