Yetkin Yilmaz

data scientist

Peut se déplacer à Paris, Paris

  • 48.8546
  • 2.3477
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Yetkin.
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Yetkin.

Localisation et déplacement

Localisation
Paris, France
Peut travailler dans vos locaux à
  • Paris et 50km autour
  • Paris et 100km autour

Vérifications

Influence

Langues

Catégories

Compétences (25)

Yetkin en quelques mots

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.

Expériences

MIT

Centres de recherche

Software Developer, Graduate

Cambridge, États-Unis d'Amérique

septembre 2006 - janvier 2009

  • 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++)

Laboratoire Accélérateur Linéaire

Centres de recherche

Data Scientist, Post-Doc

Orsay

décembre 2016 - Aujourd'hui

  • 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)

Laboratoire Leprince Ringuet - Ecole Polytechnique

Centres de recherche

Marie-Curie Fellow

Palaiseau

janvier 2015 - décembre 2016

  • Classification of b-quark jets (C++)
  • Background subtraction for quark/gluon jet pairs (C++)
  • Correlations between jets and tracks (C++)
  • C++
  • Statistics
  • Marie-Curie

CERN

Centres de recherche

Data Analyst, Graduate

Genève, Suisse

janvier 2009 - mai 2013

Recommandations externes

Formations