
Jacques Le Thuaut
Senior Data Scientist | Cloud & IT Infrastructure Architect
Salary / Daily rate
Clermont-Ferrand, France
Freelance
Skills
Languages
About me
Intro
Data Science and ML expert with MIT certification, specializing in advanced neural networks and quantum computing. Proven track record in implementing AWS/Azure cloud solutions and FinOps strategies, generating +200M€ in cost avoidance. Combining deep expertise in stochastic modeling, machine learning, and large-scale cloud architecture to deliver innovative AI solutions with measurable business impact.
Work experience
Stochastics, Machine Learning & Neural Network
Université de Franche-Comté
Nov 2018 - Present
8 years
Actually, working on statistical models with deep recurrent neural networks. This should provide ways for formulating volatility models. (The kind of models used in finance). I will keep you posted of the results -))
Maths Teacher
Service Université Handicap @ Université Clermont d'Auvergne
Dec 2016 - Dec 2018
2 years 1 month
Clermont-Ferrand, France
Skills: Data Cleaning · Apache Spark · Natural Language Processing (NLP) · Data Visualization · Big Data
Université Blaise Pascal (Clermont-II) - Clermont-Ferrand
Oct 2016 - Oct 2018
2 years 1 month
Master 2 Math Big Data & Statistics
Aug 2017 - Oct 2018
1 year 3 months
Applied mathematics: R-language, Python Data analysis (KNN, SVM, RandomForest) & Machine learning => Successfully implemented those algorithms on digits recognition with accuracy > 99% => Neural Network in progress SAS certification Probability and stochastic differential equations + first approach on BSDE
Master 2 Math Research
Oct 2016 - Oct 2018
2 years 1 month
Applied Mathematics : Partial Differential Equations (Hyperbolic, Modeling, Numerical methods) Stochastic Differential Equations (Financial...) Optimal control => currently working on Controlability and observability of dialyser (albumine, calcium and citrate)
Group IT Architect
Michelin
Oct 2016 - Mar 2018
1 year 6 months
Clermont-Ferrand, France
Building solutions on Oracle appliances with right SLA (databases, Oracle Fusion Application, eBusiness Suite). Strong expertise regarding Oracle Licences : audit, virtualisation, VMware amendment, Licence governance, several ULAs Building IT solutions for Michelin around the world: Plants, Privilege Access Management, "Loi de Programmation Militaire", Datacenter consolidation, Azure Creating several versions of Database Strategies (NoSQL, DBMS, decision tree...)
As a volunteer : Marketing & Communication
NGO "Happy Destiny" ("Destinée Heureuse")
Aug 2009 - Mar 2014
4 years 8 months
"Destinée Heureuse" is an international, humanitarian and non-profit organisation that mainly delivers aid to people affected by exclusion. Has built 2 schools and 1 library.
PMO and Infrastructure Consultant
Ericsson
Jul 2011 - Jul 2012
1 year 1 month
Here again a lot on the plate 1/ SaaS and Cloud Computing expertise for Merial, Alcatel and Davidson. => Alcatel is currently developping the new SaaS infrastructure I proposed for FTTH deployment. => Merial is still evaluating a new SaaS business model :) 2/ Setting up of a new VOD infrastructure for Editions Montparnasse based on CDN (content delivery network) 3/ Hand over of all the tools for the biggest Ericsson's 2G/3G/4G swap project
CTO (Transition Management)
Orange Business Services
Mar 2010 - May 2011
1 year 3 months
Transition Management : IaaS, 3 sites, 240 people, Setting up of a new organization for almost 140 people according to 5 business lines. Migration of a big IT production (valued at €3,9 billion of money tranfer)
CTO
Tech4Field
Mar 2009 - Oct 2009
8 months
For a company with its SaaS Business Model. (I really like this Business Model.) Here again I have a lot on my plate and I think I need it : - IT Budgeting & Planning including headcount, capex & operating cost management and control; - Design and development of enterprise IT architecture, roadmap and strategy; - Establishing and developing strong relationships with the business units; - Design / develop / deliver solutions for ensuring business-IT alignment at all times; - Define / implement IT processes & policies for effective controls, security, project management etc. - Define IT governance standards for identification, management and control of operational risks; - Provision of IT Application services within agreed SLAs including project management; business / system analysis and design; - Change management. Achievements : - In less than 2 months, we release a new product... this is a new record !!!! Good job guys - Second product : initiating and planning. - Third one : initiating - PaaS : version 1 in progress Economic restructuring : end of the adventure. Never mind.
CTO
Oodrive Technologies
Aug 2007 - Mar 2009
1 year 8 months
Oodrive Technologies si a SaaS business model for sharing and storing customers' data. I was in charge of : - guaranteeing high disponibility of the IT architecture. - leading IT architecture projects in EMEA - leading strong technical partnerships - managing up to 57 projects in the same time Actually it was more a CIO position than a CTO position
R&D Joint Director
Sage
Jan 2005 - Aug 2007
2 years 8 months
R&D Joint Director at SAGE – LOAN + SAGE IMMOBILIER; Work language: English and French. 3 Markets. Turnover 8 million euros (+22% N-1) • Management of 16 financial projects. (Identification and development of 2 new products in 5 months). • Management and animation of 72-developer teams (multi sites). P&L. • Management of technical certifications. • Definitions of Q&A measures. • Strategic approach definition according to 5 key points: profit, customers and competitive cultures, transversal parameters (business, marketing, development), reactivity, short middle and long term vision. • Development project: Convergence of technologies.
Pre sales / WP Manager
Inria
Feb 2002 - Jan 2005
3 years
Pres sales / WP Manager at INRIA, 50% in Germany, Italy, Spain and Japan; Work languages: English and French • Presentation of technologies to international accounts of automotive industries (Europe & Japan). • Presentation to Venture Capital firms. Business cases and contribution to business plan. • Competition survey and keeping up with technological innovations. • Trainings and support to Sales Executive. Animation of technical trainings for customers. • Response to call for tenders, especially for high technological components programs. • Business requirement dossiers and management of customer relationships. • Development of validation prototypes in java, C++ and parameterization in C-shell. • Management of 3 projects and 3 associated teams in the same time.
IT Project Manager
Quantic
Jun 2001 - Jan 2002
8 months
Management and animation of a 5 developper team. Business requirement dossiers. IT Architecture and Technical specifications. IT Developments and projects presentation to customers.
R&D IT Engineer
Duran-Duboi
May 1999 - May 2001
2 years 1 month
3D real-time Internet technologies Development. Rendering engine. VoIP : MPEG for Internet 3D avatars. Multithreading. TCP/IP network layers. Neural networks.
IT Engineer
Transiciel
Feb 1997 - May 1999
2 years 4 months
ARIANE project, software package for the statistical processing of road flows accessing the cities, for the Ministry of Transport and Equipment
Free lance trainer
Education
Nov 1995 - Jan 1998
2 years 3 months
Trainer for adults in IT and history of sciences and sociology. Groups of 20 adults
Non-commissioned officer
Military school
Oct 1994 - Oct 1995
1 year 1 month
Trainer in military data processing for the field officers. Groups of 15 field officers.
Education
University of Chicago
Professional Certification
2023 - 2024
9 months
Massachusetts Institute of Technology
Professional Certification
2022 - 2023
9 months
Paris VI University
Master
1996 - 1998
2 years 2 months
Pierre and Marie Curie University
Master’s Degree
1998 - 1900
Licenses & certifications
Learning Time Series with Interventions (Reinforcement Learning)
Issued: Nov 2024
FinOps Certified Practitioner
Issued: Oct 2024
Massachusetts Institute of Technology - Data Analysis: Statistical Modeling and Computation in Applications
Issued: Sep 2024
Massachusetts Institute of Technology - Machine Learning with Python-From Linear Models to Deep Learning
Issued: Jul 2024
Massachusetts Institute of Technology - Fundamentals of Statistics
Issued: Apr 2024
Massachusetts Institute of Technology - The Science of Uncertainty and Data
Issued: Apr 2024
AWS Certified Machine Learning - Specialty
Issued: Feb 2024
MLOps
Issued: Jan 2024
University of Chicago - Professional Certificate in Quantum Computer Systems Design
Issued: Jan 2024
University of Chicago - Certificate for Introduction to Quantum Computing
Issued: Oct 2023
Massachusetts Institute of Technology - Applied Data Science Program
Issued: Jan 2023
Faster Python Code
Issued: Feb 2021
Building Tools with Python
Issued: Feb 2021
AWS for Developers: S3
Issued: Feb 2021
Using Python for Automation
Issued: May 2020
Applied Machine Learning: Foundations
Issued: May 2020
Python: Advanced Design Patterns
Issued: Apr 2020
NLP with Python for Machine Learning Essential Training
Issued: Apr 2020
Azure Spark Databricks Essential Training
Issued: Apr 2020
AWS Machine Learning by Example
Issued: Apr 2020