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Aperçu d'expériences d'Isée,
freelance ASSIMP habitant le Cantal (15)

• Data Scientist and Python developer freelance

  Jan 2022 - aujourd'hui

• Master’s research internship in Twinsight-medical

  & TIMC-IMAG laboratory, Grenoble, FR (23 weeks)
  Jan 2022 - Jan 2022

  Development of a strategy to augment a data set of medical images of the lower
  limb to train a Neural Network for the automatic segmentation of bones out of
  CT-scan images.
  The final application for the company is the simulation of the installation and
  functionality of a knee prosthesis adapted to specific patients.
  Developed skills: medical imaging basics, 3D images & meshes
  processing, statistics (Principal component analysis), and Deep Learning.

• Jan 2021 - Jan 2022

  Adaptation of a 2D inpainting
  Convolutional Neural Network (CNN) to 3D images (Groups of 3)
  Working with researchers of Jean Kuntzmann Laboratory (Grenoble) on
  protein’s 3D structure prediction using deep learning.
  Use of Python’s libraries TensorFlow and PyTorch.
  We modified an existing model to be able to reconstruct 3D images with
  masked regions (beyond the state of the art).

• Creation of a 3D scene

  (Groups of 2) Python/C/GLSL
  Jan 2021 - Jan 2021

  Creation of an animated scene of the Middle Ages with 3D objects.
  Use of computer vision technics together with mathematical tools (eg.
  illumination, rotation, animation).

• Fingerprints acquisition (Groups of 5) C++: OpenCV
  Jan 2021 - aujourd'hui

  Simulation and restoration of fingerprint acquisition problems (blurry,
  pressure, rotation, missing parts…)
  Use of OpenCV library for image loading/writing.
  Implementation of mathematical notions: convolution, rotation,
  interpolations.