RADECKI Guillaume

Ph.D. Engineer

CV

Computer Skills

Python
R
C++
Deep Learning, IA
Tensor Flow
PyTorch
Windows
Linux

Professional Experiences

Constellium Data Scientist 2020

  • Python development
  • Analyze RX and Ultrasounds pictures

Stelia Data Scientist 2019

Audit and develop data value on the Cloud :

  • Benchmarks and models optimizations (ML, R, python)
  • Data value (Cloud Azure, Python)

Olea Medical Research Innovation Engineer 2019

Contribution to development of the draft of new software with MRI and artificial intelligence skills.

  • IA convolution network development, Keras, Tensorflow and somes tries of AutoML algorithms
  • MRI skills (Physicals models and hardware explications)
  • Data analysis on images (Python)
  • Images processing (Python)

Eramet (Aubert et Duval) Innovation Engineer 2018

Update a factory’s laboratory to pass the 4.0 cap. I create and apply an artificial intelligence to analyze non-metallic inclusion in Iron.

  • Innovations helps
  • Study of market
  • IA development with a Mask RCNN network (Tensorflow and Python)
  • Work on experimental procedures to compare IA versus human results
  • Data analysis (Python and Access)
  • Images processing (Python)
  • Supervision of teams

Ph.D.

2015-2012
Functional magnetic resonance microscopy at single cell resolution  (LINK)
  • Works on MRI System
  • Electronic design, coil building
  • Image Processing ROI (Matlab)
  • Scientific report with results presented
  • Supervision of teams
  • Plan, create and work on experimental procedures
  • Simulation, data analysis, Image analysis (Matlab)

Education

  • Ph.D. Paris Saclay University, Paris, France, 2015 
  • Lecture on MR (ESMRMB course) 2013 “RF coils: Design, build and characterize your own”
  • M.S. in Nanophysics, Phelma, Grenoble INP, France, 2012

Award and Talks

  • Merit award, ESMRMB, 2012
  • ISMRM (poster) 2013 
  • ESMRMB (electronic poster) 2012

Peer Reviewed Publications

Special Skills

French
English

Miscellaneous

HOBBIES: Photographer (LINK), hiking, travelling, skiing, archery

Currant Driving license

GitHub (link)

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