Mon expérience

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FreelanceJanuary 2021 - Présent

I am ready to help you get the most out of your data !
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IDEMIAFebruary 2019 - November 2020

  • Built Deep Learning models for ID documents classification, localization, text detection and OCR.
  • I coded in Python and used Tensorflow and PyTorch to train neural networks.
  • I achieved very good results with transfer learning, synthetic data and appropriate data augmentation.
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Amadeus IT GroupOctober 2014 - February 2019

Worked on improving Amadeus flight search product using Machine Learning.
I built a gradient boosted trees model to better rank travel solutions. 

Main tools I used are :
- Python
- Pandas
- PySpark
- Jupyter Notebooks
- Elastic Search
- H2O/CatBoost libraries for decision trees

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MoveaSeptember 2011 - August 2014

Main missions with the Algorithm team at Movea :
- Design, development in C++ and test of algorithms for gesture recognition (Machine Learning) based on sensors data (accelerometers and gyrometers).
- Developed a software solution to precisely measure movement using images from a camera and the Computer Vision library OpenCV (C++).
- Developed multidimensional analysis functions (Principal Components Analysis and Linear Discriminant Analysis) using C++ linear algebra library Eigen.

End-of-study project (7 months) :
- Development in Java of an Android application using the Google Activity recognition API to compare results with our activity recognition solution.
- Designed and coded in C++ an algorithm to recognize “digit” gestures made with a special remote. Good classification rate was above 90%.

Mes compétences

Mobile

Android

Machine Learning

Deep learning, Neural networks, PyTorch, TensorFlow

Application servers

Apache

Technologies

Pandas, NumPy, Machine Learning, Software Development, ElasticSearch

Big Data

PySpark, Spark, Hadoop

Open Source solutions

Jupyter

Languages

Python, Java, C++, C/C++, UML, OOP

Others

Spanish, Digital Image Processing, Algorithms, Data Structures and Algorithms, Data analysis, Artificial Intelligence, Data Science, Software Design, Natural Language Processing (NLP), Analysis, Kibana, API

IT Infrastructure

Linux, Git

Mes études et formations

Certifications - Coursera

Diploma, Engineering, Computer Science - National School of Computer Science and Applied Mathematics of Grenoble2011 - 2014

Academic exchange semester at Linköping University (Sweden) - Computer Science - Linköping University2013 - 2013

2 Year Degree - Computer Science - IUT Informatique de Grenoble2009 - 2011