MATTHIEU ROUSSEAU

ISEP
profile-image

MATTHIEU ROUSSEAU

Machine Learning engineer intern at Capgemini
  • face 21 years old
  • email matthieu.rousseau97@gmail.com
  • phone +33 06 32 63 45 50
  • place 2 rue d'Auteuil, 75016 Paris, FRANCE

Hello! I’m MATTHIEU ROUSSEAU. I am a student at the Institut Supérieur d'Électronique de Paris (ISEP), and I am currently following a master in data science. During my time at ISEP, I had the opportunity to work on many projects where I improved my skills in data science, which developed my passion for machine learning. I have also followed many MOOCs (Massive Open Online Courses) in parallel with my studies to expand my field of expertise. From 2017 to Early 2019, I was president of GarageISEP's AI lab. In that lab, we try to develop AI both in and out of school by organizing meetups/hackathon and creating educational resources. Today, I would like to continue a career in data science, thus, I am looking for professionals in the sector to learn more about it.

Education

M
Master in Datascience
Institut supérieur d'électronique de Paris (ISEP)
Jun 2018 - July 2020

I followed this master to improve my skills in machine learning and data analysis. During these two years, I was able to apply these skills by working on several datascience projects:

  • Predictions of whether or not a building permit will be granted
  • Analysis of an exoplanet dataset (clustering, visualizations, predictions...)
  • Data base control on Hadoop
  • M
    MOOC
    Online
    Sep 2017 - Today

    I have taken several courses online to improve my technical skills :

  • "Natural Language Processing", Coursera (still working on it...)
  • "Practical Reinforcement Learning", Coursera (still working on it...)
  • "Le Deep Learning de A à Z", Udemy
  • "Complete Guide to TensorFlow for Deep Learning with Python", Udemy
  • "The Complete SQL Bootcamp", Udemy
  • "Big Data : Hadoop HDFS Spark HBASE MapReduce NoSql", Udemy
  • "Neural Networks and Deep Learning", Coursera
  • "Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization", Coursera
  • "Machine Learning", Stanford University
  • C
    Computer Science Semester
    Glyndwr University - Wales
    Sep 2017 - Jun 2018

    As part of my studies at ISEP, I spent a semester in Wales to improve my English. During this semester I was able to realize two projects:

  • An android application that detects emotions and generates an emoji with a Microsoft Azure API
  • A banking platform in C#
  • P
    Preparatory Class
    Institut supérieur d'électronique de Paris (ISEP)
    Sep 2015 - July 2017

    I completed a preparatory cycle at ISEP during which I was able to develop my mathematical skills.

    High School
    Jean-Baptiste Say
    Sep 2012 - July 2015

    Scientific baccalaureat - Engineering Science optional

    Skills

    Programming
    Python
    80%
    ML Frameworks (Tensorflow, Keras)
    75%
    Java
    70%
    C/C++
    60%
    Language
    French (native)
    100%
    English (TOEIC 930)
    80%
    Spanish
    60%
    Software/Plateform
    AWS
    80%
    Adobe Suite
    70%
    Github
    70%
    Spark
    60%

    Experience

    M
    Machine Learning engineer intern
    Capgemini
    Mar 2019 - Aug 2019

    During my internship at Capgemini, I had the opportunity to work on many projects related to machine learning, including preparing the DeepRacer League, the autonomous car championship based on Reinforcement Learning organized by AWS. I won the race and am currently working on a new algorithm to prepare for the final in Las Vegas in November 2019.

    F
    Freelance datascience
    Njuko
    Oct 2018 - Feb 2019

    Automate photo capture on a running course with an AWS Deeplens camera.

    A
    AILAB President
    GarageISEP
    Nov 2017 - Apr 2019

    During my studies at ISEP I founded the technology organization in which we work on several technologies (AI, blockchain, VR, cybersecurity, code, electronics). I was in charge of the IA pole in which I was able to manage a team of people for two years. We organized a hackathon with AWS, and we worked on many projects.

    D
    Data Analyst
    Orange
    Aug 2018 - Dec 2018

    Automation of a benchmark visualization solution for all Orange agencies.

    F
    Freelance Motion Design
    Freelance
    Aug 2017 - Dec 2018

    I started my own motion design business. I was in charge of looking for customers, recruiting people, drawing the elements, writing the scripts.

    D
    Data mining
    The Metrics Factory
    Sep 2017 - Oct 2017

    Data scrapping on social networks to analyze brand image.

    Projects

    W
    Winner of the DeepRacer League France
    Capgemini
    Mar 2019

    I won the DeepRacer League with an other intern Arthur Pace at the AWS summit in Paris by owning the best AI on the circuit against a hundred participants from all over the world. We used an algorithm of deep reinforcement learning to train our AI, and AWS Sagemaker using python.

    A
    AI projects with IALAB
    GarageISEP
    Nov 2017 - Apr 2019

    During my years at GarageISEP, I coordinated several AI projects. The objectives of these projects were to train students within the school in datascience. Among these projects are:

  • Prediction of a football player's price: creation of a database by scrapping and then data processing and implementation of a machine learning algorithm
  • Prediction of the evolution of the share price: applying machine learning algorithms to time series (ARIMA, RNN, LSTM)
  • Creation of an autonomous car based on convolutional neural networks. This car was presented at Vivatech on Capgemini's stand.
  • P
    Projects at ISEP
    Institut supérieur d'électronique de Paris (ISEP)
    Sep 2015 - July 2020

    I have worked on several projects at ISEP :

  • Predictions on the San Francisco real estate market: visualization of Microstrategy data and use of neural networks to predict the granting of building permits
  • Development of a Risk board game in Java
  • Implementation of a computer vision algorithm in a Nao robot
  • Interest

    I try to find a balance in my life between my work and my passions, which are sometimes common.

    Artificial Intelligence
    Gaming
    Programming
    Football
    Traveling
    Sport