Description

I'm looking for missions that involve:

workflow design
feature finding
statistical analysis
model building
optimisation
data visualisation

I am also available for consultation on ML enhancement on any kind of project. I offer short-length data-science courses for institutions and enterprises, which seek in-house solutions to long-term maintenance of data tasks.

I'm a data scientist with a long term experience in a complex project of 3000 people with several layers of processes, such as the experiments at LHC, CERN. As I was in charge of software development, I worked on all these layers:

data acquisition
distributed computing on large volumes of data
software development coordination
software validation
simulations
detection and clustering algorithms
statistical analysis and presentation of results

With my software and statistical analysis experience, I moved on to projects with more general contexts, and worked on machine-learning specifics for several years. As I also have a background on image processing, computer-vision related projects have been my main competence.

At the same time, I have prepared data-challenge tutorials, and my own python teaching programme. I am very good at teaching, therefore my services would be a optimal for enterprises with existing engineers.

Langues

Anglais
Bilingue ou natif
Français
Capacité professionnelle complète
Turc
Bilingue ou natif
Persan
Capacité professionnelle limitée

Préférences en matière de lieu de travail

Accepte de travailler sur site

Paris (jusqu’à 50 km), Paris (jusqu’à 100 km)

MIT
Software Developer, Graduate
CENTRES DE RECHERCHE
septembre 2006 - janvier 2009 (2 ans et 4 mois)
Cambridge, États-Unis
Study of physics heavy-ion collisions with the CMS experiment at CERN
Study and software design for collision characterisation (C++)
Implementation of simulation software interfaces (Fortran, C++)
Design and maintenance of Distributed Computing for Simulations (Shell, Perl, Condor)
Maintenance of data storage (Shell)
Design of testing environment for data processing (Shell)
Calibration of detected raw signals (C++)
Shell C++ Condor Distributed Computing Fortran Perl Statistics
Laboratoire Accélérateur Linéaire
Data Scientist, Post-Doc
CENTRES DE RECHERCHE
décembre 2016 - Aujourd'hui (9 ans et 6 mois)
Orsay
Machine-learning research
Anomaly detection in particle physics data (Python)
Design of workflows for tracking algorithms (Python)
Design of workflows for symbolic regression (Python)
Tests of optimisation methods for symbolic regression (SciPy)
Python Scikit-learn keras
Laboratoire Leprince Ringuet - Ecole Polytechnique
Marie-Curie Fellow
CENTRES DE RECHERCHE
janvier 2015 - décembre 2016 (1 an et 11 mois)
Palaiseau
Classification of b-quark jets (C++)
Background subtraction for quark/gluon jet pairs (C++)
Correlations between jets and tracks (C++)
C++ Statistics Marie-Curie