Sylvain LAPEYRADE

Sylvain LAPEYRADE

Data Scientist & PhD Student

Shift Technology

Clermont Auvergne University

About

I am a Data Scientist in Toronto, Canada working at Shift Technology, a company that uses AI to detect fraud in insurance claims.

I am also finishing my PhD in Game Artificial Intelligence from Clermont Auvergne University in France. My research involves trying to improve Non-Player Characters decision making in games through logic programming and ontologies, using Prolog and the Unity game engine.

Interests
  • Artificial Intelligence
  • Data Science
  • Machine Learning
  • Game Artificial Intelligence
Education
  • PhD Game Artificial Intelligence, 2023

    LIMOS - Clermont Auvergne University, France

  • MSc Computer Science, 2020

    UPSSITECH - Toulouse University, France

  • Erasmus Computer Science, 2019

    Linköping University, Sweden

Experience

 
 
 
 
 
Shift Technology
Data Scientist
Sep 2023 – Present Toronto, Canada
Artificial Intelligence to automate fraud detection in insurance claims
 
 
 
 
 
OpenClassrooms
Data Science Mentor
Apr 2023 – Present Remote
Tutoring students – EDA, Machine Learning, Computer Vision, NLP, Data Viz, Cloud, MLOps, Tableau, Power BI, etc.
 
 
 
 
 
University Clermont Auvergne (UCA)
Temporary Teacher & University Teaching Assitant
Oct 2020 – Sep 2023 Clermont-Ferrand & Vichy, France
MSc 1 – Object Oriented Programming for a C++ Game with Qt
MSc 1 – Neurals Networks with Python
BSc 2/3 – Video game development using Unity and C#
BSc 3 – Artificial Intelligence with machine Learning
BSc 2 – General Object Oriented Programming in Java
 
 
 
 
 
National Institute of Informatics (NII)
Data Science Research Intern
Mar 2020 – Aug 2020 Tokyo, Japan
Data Mining, EDA, Unsupervised Learning, Data Analysis, Data Viz for network data
 
 
 
 
 
Informatics Research Institute of Toulouse (IRIT)
Machine Learning Research Intern
Apr 2019 – Jul 2019 Toulouse, France
Recurrent Neural Networks (LSTM, GRU) for automated network intrusion detection
 
 
 
 
 
SCLE SFE
Software Developer Intern
Apr 2017 – Jun 2017 Toulouse, France
Python software to automate parsing and conversion of XML and Binary code

Responsabilities

DoctAuvergne
Clermont Auvergne University PhD Student Association President
Game AI Working Group
French Game AI Research Group Assitant & Webmaster

Contact