Update CV page
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@ -7,130 +7,131 @@ title: "Curriculum Vitæ"
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* Work experience
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*** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager
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October 2018--present
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** [[https://www.mindsay.com/][Mindsay]]: R&D Data Scientist and Engineering Manager
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October 2018--present
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- Natural Language Processing and Reinforcement Learning for Chatbots
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- Management of the R&D team (3 data scientists) and of all research projects
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- Entirely responsible with the CTO for the patents strategy in Europe and abroad
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- Attended a 6-day training programme for young managers ([[https://ignition-program.com/formations/spineup-mars-2020][SpineUp]] by Ignition Program)
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- Natural Language Processing and Reinforcement Learning for Chatbots
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- Management of the R&D team (3 data scientists) and of all research projects
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- Entirely responsible with the CTO for the patents strategy in Europe and abroad
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- Attended a 6-day training programme for young managers ([[https://ignition-program.com/formations/spineup-mars-2020][SpineUp]] by Ignition Program)
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*** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device
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March--August 2017
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** [[http://www.sysnav.fr/][Sysnav]]: Real-time geolocalization algorithm on an embedded device
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March--August 2017
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- Mathematical modelling of the human walk
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- Step detection using artificial intelligence on inertial sensors data
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- Statistical methods for trajectory reconstruction
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- /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]]
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- [[./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]]
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- Mathematical modelling of the human walk
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- Step detection using artificial intelligence on inertial sensors data
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- Statistical methods for trajectory reconstruction
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- /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]]
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- [[./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]]
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*** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst
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June--August 2016
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** [[https://www.natixis.com/][Natixis]] London Branch, Global Infrastructure and Projects: Intern Analyst
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June--August 2016
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Origination and execution of project finance transactions:
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offshore windfarms, hydroelectric dams, and a biomass power plant
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now under construction in northeastern England. Long-term
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projections of energy and financial time series data.
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Origination and execution of project finance transactions:
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offshore windfarms, hydroelectric dams, and a biomass power plant
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now under construction in northeastern England. Long-term
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projections of energy and financial time series data.
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*** French Engineering Corps: Army officer
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2014--2015
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** French Engineering Corps: Army officer
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2014--2015
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Operation Sangaris: Military intervention in the Central African
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Republic.
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Operation Sangaris: Military intervention in the Central African
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Republic.
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- Instructor for new recruits for 4 months (around 30 soldiers)
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- Security Officer during the building of a Bailey bridge in Bangui
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- Participation in an intelligence gathering mission in the Northeastern part of the country
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- /French Republic Distinctions:/ Overseas Medal, National Defence Medal
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- Instructor for new recruits for 4 months (around 30 soldiers)
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- Security Officer during the building of a Bailey bridge in Bangui
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- Participation in an intelligence gathering mission in the Northeastern part of the country
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- /French Republic Distinctions:/ Overseas Medal, National Defence Medal
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* Education
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*** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]]
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2017--2018
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** University of Oxford: [[https://www.ox.ac.uk/admissions/graduate/courses/msc-statistical-science][MSc in Statistical Science]]
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2017--2018
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- Applied and computational statistics, statistical machine learning and statistical inference
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- Applied and computational statistics, statistical machine learning and statistical inference
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*** [[https://www.polytechnique.edu/][École polytechnique]]
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2014--2017
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** [[https://www.polytechnique.edu/][École polytechnique]]
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2014--2017
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- Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science
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- /Distinctions:/ Outstanding Investment, Outstanding Leadership
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- Majors in Majors in Applied Mathematics, Operations Research, Data Science, and Computer Science
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- /Distinctions:/ Outstanding Investment, Outstanding Leadership
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*** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/
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2012--2014
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** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/
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2012--2014
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- Majors in Mathematics and Physics
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- Majors in Mathematics and Physics
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* Scientific projects
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*** Topological Data Analysis of time-dependent networks
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2018
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- 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)
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- Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks
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- [[./files/tdanetworks.pdf][Dissertation (PDF)]] ([[./files/tdanetworks.pdf.minisig][sig]])
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** Topological Data Analysis of time-dependent networks
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2018
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*** Research work on Community Detection in Social Networks
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2016--2017
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- 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)
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- Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks
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- [[./files/tdanetworks.pdf][Dissertation (PDF)]] ([[./files/tdanetworks.pdf.minisig][sig]])
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- Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié
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- Comparison of the performance of state-of-the-art algorithms (theory and implementations)
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- Application to large-scale, real-world social networks
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- [[./files/communitydetection.pdf][Dissertation (PDF, in French)]] ([[./files/communitydetection.pdf.minisig][sig]]) and [[https://dlozeve.github.io/reveal_CommunityDetection/][slides]]
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** Research work on Community Detection in Social Networks
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2016--2017
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*** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship
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2015--2016
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- Research project with the Microsoft-INRIA joint center, with Prof. Laurent Massoulié
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- Comparison of the performance of state-of-the-art algorithms (theory and implementations)
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- Application to large-scale, real-world social networks
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- [[./files/communitydetection.pdf][Dissertation (PDF, in French)]] ([[./files/communitydetection.pdf.minisig][sig]]) and [[https://dlozeve.github.io/reveal_CommunityDetection/][slides]]
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- Solar Irradiance and Earth Radiation Budget: Payload preliminary design
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- Co-authored [[http://dx.doi.org/10.1117/12.2222660][SPIE Proceedings article]] on the project’s technical specifications
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- [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]])
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** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship
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2015--2016
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*** Research work on Markov Chains and Queuing Theory
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2013--2014
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- Solar Irradiance and Earth Radiation Budget: Payload preliminary design
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- Co-authored [[http://dx.doi.org/10.1117/12.2222660][SPIE Proceedings article]] on the project’s technical specifications
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- [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.pdf.minisig][sig]])
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- Study on the convergence of queues through algebra and numerical simulations
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- [[./files/filesdattente.pdf][Dissertation (PDF, in French)]] ([[./files/filesdattente.pdf.minisig][sig]])
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** Research work on Markov Chains and Queuing Theory
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2013--2014
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- Study on the convergence of queues through algebra and numerical simulations
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- [[./files/filesdattente.pdf][Dissertation (PDF, in French)]] ([[./files/filesdattente.pdf.minisig][sig]])
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* Languages and skills
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*** Computer science
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** Computer science
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*Python:*
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*Python:*
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- Numerical computing: [[http://www.numpy.org/][Numpy]], [[https://www.scipy.org/][Scipy]]
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- Data analysis: [[https://pandas.pydata.org/][Pandas]]
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- Machine Learning: [[http://scikit-learn.org/][Scikit-Learn]]
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- Deep Learning: [[https://www.tensorflow.org/][TensorFlow]], [[http://pytorch.org/][PyTorch]]
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- Network analysis: [[https://networkx.github.io/][NetworkX]], [[https://graph-tool.skewed.de/][graph-tool]]
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- Research projects and hackathons: [[https://github.com/dlozeve/community-detection][community detection]] and [[https://github.com/dlozeve/DocAssist][DocAssist]]
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- Numerical computing: [[http://www.numpy.org/][Numpy]], [[https://www.scipy.org/][Scipy]]
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- Data analysis: [[https://pandas.pydata.org/][Pandas]]
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- Machine Learning: [[http://scikit-learn.org/][Scikit-Learn]]
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- Deep Learning: [[https://www.tensorflow.org/][TensorFlow]], [[http://pytorch.org/][PyTorch]]
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- Network analysis: [[https://networkx.github.io/][NetworkX]], [[https://graph-tool.skewed.de/][graph-tool]]
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- Research projects and hackathons: [[https://github.com/dlozeve/community-detection][community detection]] and [[https://github.com/dlozeve/DocAssist][DocAssist]]
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*Julia:*
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*Julia:*
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- Numerical computing, machine learning
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- Optimisation and Operations Research: [[https://github.com/JuliaOpt/JuMP.jl][JuMP]]
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- Projects: [[https://github.com/dlozeve/GardenOptim][Garden optimisation]] using Markov Chain Monte Carlo and integer programming
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- Numerical computing, machine learning
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- Optimisation and Operations Research: [[https://github.com/JuliaOpt/JuMP.jl][JuMP]]
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- Projects: [[https://github.com/dlozeve/GardenOptim][Garden optimisation]] using Markov Chain Monte Carlo and integer programming
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*R:*
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*R:*
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- Statistical modelling and inference (generalised linear models, bayesian analysis)
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- Data analysis: [[https://www.tidyverse.org/][Tidyverse]]
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- Network analysis: [[http://igraph.org/][igraph]]
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- Statistical modelling and inference (generalised linear models, bayesian analysis)
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- Data analysis: [[https://www.tidyverse.org/][Tidyverse]]
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- Network analysis: [[http://igraph.org/][igraph]]
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*C, Java:* Embedded and [[https://github.com/dlozeve/Satrap][network]] programming, [[https://github.com/dlozeve/topological-persistence][scientific computing]]
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*C, Java:* Embedded and [[https://github.com/dlozeve/Satrap][network]] programming, [[https://github.com/dlozeve/topological-persistence][scientific computing]]
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*SQL:* Basics
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*SQL:* Basics
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*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]])
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*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]])
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*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
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*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
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See also [[./skills.html][a complete list of my skills in Statistics, Data Science and Machine Learning]].
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See also [[./skills.html][a complete list of my skills in Statistics, Data Science and Machine Learning]].
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*** Languages
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** Languages
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- French
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- English
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- French
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- English
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*** Sports
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** Sports
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*Fencing:* vice-president of the 2016 [[http://x-systra.com/][X-SYSTRA International Fencing Challenge]]; 29th in the 2016 sabre French Student Championships
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*Fencing:* vice-president of the 2016 [[http://x-systra.com/][X-SYSTRA International Fencing Challenge]]; 29th in the 2016 sabre French Student Championships
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*Scuba-diving:* CMAS ★ ★ ★, 170+ dives
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*Scuba-diving:* CMAS ★ ★ ★, 170+ dives
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