blog/cv.org
2020-04-02 14:30:58 +02:00

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---
title: "Curriculum Vitæ"
---
[[./files/cv.pdf][(PDF version)]]
* Work experience
*** [[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
*** [[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]]
*** [[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.
*** French Engineering Corps: Army officer
2014--2015
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
* Education
*** 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
*** [[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
*** Lycée Privé Sainte-Geneviève, Versailles: Preparatory classes to French /Grandes Écoles/
2012--2014
- 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]])
*** Research work on Community Detection in Social Networks
2016--2017
- 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]]
*** SERB X-CubeSat II program: a nano-satellite dedicated to Sun-Earth relationship
2015--2016
- Solar Irradiance and Earth Radiation Budget: Payload preliminary design
- Co-authored [[http://dx.doi.org/10.1117/12.2222660][SPIE Proceedings article]] on the projects technical specifications
- [[./files/serb.pdf][Dissertation (PDF, in French)]] ([[./files/serb.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
*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]]
*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
*R:*
- 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]]
*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]])
*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]].
*** Languages
- French
- English
*** Sports
- 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