119 lines
5.1 KiB
Org Mode
119 lines
5.1 KiB
Org Mode
---
|
||
title: "Curriculum Vitæ"
|
||
---
|
||
|
||
|
||
* Work experience
|
||
|
||
*** Destygo: R&D Data Scientist
|
||
2018-present
|
||
|
||
*** 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:/ Best Research Internship 2017, from École polytechnique
|
||
- [[./files/sysnav_internship.pdf][Outline of the confidential report (PDF, in French)]] and [[https://dlozeve.github.io/stage3a/][slides]]
|
||
|
||
*** 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.
|
||
|
||
*** 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 Applied Mathematics and Data Science, Computer Science, and Physics
|
||
- /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
|
||
- Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks
|
||
- [[./files/tdanetworks.pdf][Dissertation]]
|
||
|
||
*** Research work on Community Detection in Social Networks
|
||
2016-2017
|
||
|
||
- 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)]] 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 project’s technical specifications
|
||
- [[./files/serb.pdf][Dissertation (PDF, in French)]]
|
||
|
||
*** 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)]]
|
||
|
||
* 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]]
|
||
|
||
*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
|
||
- Basic German
|
||
|
||
*** 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
|