Overview
Work History
Education
Skills
Teaching Experience
Publications - Journals
Languages
Accomplishments
Timeline
Generic
Leo Souquet

Leo Souquet

Paris

Overview

13
13
years of professional experience

Work History

Head of Data & AI

Celio
Paris
01.2024 - Current
  • Led and unified a cross-functional data team (data platform, BI, data analysis, data scientists), directly managing 12 professionals with no intermediate managers.
  • Launch the migration of the data platform to the cloud, improving scalability, performance, and enabling advanced analytics capabilities.
  • Developed and executed the data team roadmap, aligning strategic AI initiatives with business objectives.
  • Implemented agile processes using Jira, streamlining workflows, and increasing team efficiency.
  • Led key data science projects: 1. Reduced costs by 10x and halved the time to generate product titles and descriptions. Leveraged semantic analysis to gain actionable insights from product feedback, driving product improvement.
  • Conducted an AI maturity assessment, identifying opportunities to enhance AI capabilities across the organization.

Data Science & AI Engineering Manager

Illuin Technology
Paris
01.2023 - 01.2024
  • Directed AI projects on Generative AI (LLMs and Images) for CAC 40 companies, including Hermes, EDF, and Publicis.
  • Managed 7 Senior Data Scientists/Engineers
  • Secured multiple 150k€+ bids on multiple major calls for tender, fortifying key partnerships.

Data Scientist -

Cyclope.ai (Vinci Autoroutes start up)
Paris
10.2020 - 10.2022
  • Design, Development, and Deployment of AI-based softwares for Smart Cities and Traffic Management
  • Involved in all aspects of a project : from Design of the architecture (microservices) to deployment in production of final solutions.
  • Solution running on servers (V100 GPUs) as well as embedded devices (NVidia Jetsons and AGX)
  • Training models for :
    Object detection applied to (real-time) vehicules, humans, faces...
    Segmentation for lane detection and road separation.

Co-Founder and Co-CEO

Data ScienceTech Institute
Paris
01.2014 - 10.2020

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  • CEO in charge of External Relations and Marketing
  • Director of the Paris campus (5 staff and 60 students)
  • Responsible for our industrial partners (AWS, SAS, Crédit Agricole, etc.)
  • In charge of DSTI Labs, R&D entity for research in Data Science and AI

Founder and Co-CEO

makeITdynamic
Nice
01.2012 - 01.2014
  • Co-Founded an IT consulting company specialised in setting-up CRM for SMEs

Education

Ph.D. - Computer Science

Universite Paris-Est, Paris
Paris
12-2019

Master of Science - International Business

Université Côté D’Azur
IAE Nice
07-2013

Bachelor of Engineering (Hons) - Computer Science

Edinburgh Napier University
Scotland
07-2012

Skills

  • Pytorch, Darknet, OpenCV, Keras
  • Model Pruning
  • Triton, Torchserve
  • Docker, Kubernetes
  • AWS Cloud Platform
  • Optimization, Metaheuristics
  • C, C, Python, Java, C#, SQL
  • MySQL, MS SQL, AWS RDS
  • UML, Entity-relationship modeling

Teaching Experience

  • Data ScienceTech Institute (2016 - 2020)

Official AWS Instructor - AWS Academy Program (English)
“Cloud Computing on Amazon AWS” - MSc Data Science - (100h/year)
Design workshops for Deploying Deep Learning models using AWS

  • Université Paris-Est Créteil (2016-2022)

Part-time lecturer (English & French)
“Databases”- M2 STDR - (40h/year)

  • Université Paris 1 Panthéon - Sorbonne (2015-2020)

Part-time lecturer (English & French)
“Data Science”- MIAGE - (60h/year)
“Database” - Licence 3 Gestion (30h/year)

Publications - Journals

  • L Souquet, N Shvai, A Llanza, A Nakib, “Convolutional neural network architecture search based on fractal decomposition optimization algorithm”, in Expert Systems with Applications. , 2022.
  • L. Souquet, E. G. Talbi and A. Nakib, “Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems”, in IEEE Access, vol. 8, pp. 167604-167619, 2020.
  • A. Nakib, L. Souquet and E. G. Talbi, “Parallel fractal decomposition based algorithm for big continuous optimization problems”, Journal of Parallel and Distributed Computing, vol. 133, pp. 287-306, 2019.
  • A. Nakib, S. Ouchra, N. Shvai, L. Souquet and E. G. Talbi, “Deterministic metaheuristic based on Fractal Decomposition for large-scale
    Optimization”, Applied Soft Computing, vol. 61, pp. 468-485, 2017 (PDF).

Languages

French
First Language
English
Proficient (C2)
C2

Accomplishments

  • 2013 - Winner of University Medal - IAE Nice, Université Côté d’Azur
  • 2012 - Winner of University Medal - Napier Edinburgh University

Timeline

Head of Data & AI

Celio
01.2024 - Current

Data Science & AI Engineering Manager

Illuin Technology
01.2023 - 01.2024

Data Scientist -

Cyclope.ai (Vinci Autoroutes start up)
10.2020 - 10.2022

Co-Founder and Co-CEO

Data ScienceTech Institute
01.2014 - 10.2020

Founder and Co-CEO

makeITdynamic
01.2012 - 01.2014

Ph.D. - Computer Science

Universite Paris-Est, Paris

Master of Science - International Business

Université Côté D’Azur

Bachelor of Engineering (Hons) - Computer Science

Edinburgh Napier University
Leo Souquet