Jerfried Boly
R&D Engineer II - Machine Learning, Digital Twin
Salary / Daily rate
Lyon, France
Freelance, open to permanent contract
Can come onsite
Skills
Languages
Work experience
Ansys
Mar 2022 - Present
4 years 8 months
R&D Engineer II - Machine Learning
Apr 2024 - Present
2 years 7 months
- Design and development of a model for detecting anomalies in time-series data from industrial sensors, based on the temporal evolution of multiple correlated signals. - Design and development of a model for predicting the input parameters of a simulation, knowing how the resulting physical quantity evolves over time. - Design and development of C++ modules for calculating correlations (Pearson, Spearman, Kendall) and managing n-dimensional point clouds. - Regular presentation of progress, research results and prototypes to stakeholders for strategic alignment. - Research and implementation of advanced artificial intelligence methods on autoencoders based on scientific papers, with specific adaptation to internal needs. Programming|Tools: Python, Pytorch, C++ | Twin AI, Visual Studio, Visual Studio Code, Adagos
R&D Engineer - Python Developer
Oct 2022 - May 2024
1 year 8 months
83210 La Farlède, France
- Development of python solutions based on Ansys SAF (An Ansys Python development framework) technology. - Development of python APIs and packages. - Participation in the creation of documentation including tutorials on the use of new SAF functionalities. - Resolved bugs and provided technical assistance to developers using SAF solutions. Tools: VScode, SpaceClaim, Discovery, OptisLang, Fluent, PyAnsys (Pydiscovery, Pyfluent, Pygeometry), SAF (Solution Application Framework), Python, Github
R&D Engineer - Machine Learning
Mar 2022 - Oct 2022
8 months
83210 La Farlède, France
Objective: Development of a POC for the Integration of Machine Learning/Deep Learning Algorithms in the Design of Optical Surfaces for Car Taillights - Development of a script to generate data sets in XLS format for model training - Design of AI models to predict the compliance of an optical surface with automotive standards, without the need for optical generation or simulation - Development of a method for predicting the input parameters of an optical surface to ensure its compliance with automotive standards - Development of a method for predicting ranges of atomic values of standard-compliant input parameters for optical surfaces - Impact: Patent of method being drafted, Proof of Concept presented at TechCon Ansys 2022 Tools: VScode, Tensorflow, Keras, SpaceClaim, Speos, Python, IronPython
R&D Engineer - Automation script developer
Ansys
Apr 2021 - Oct 2021
7 months
83210 La Farlède, France
Objective: Automating Optical Comparison Tests with Python Scripts - Analysis and understanding of existing workflows to ensure smooth integration of new scripts - Development of Python scripts to generate optical simulations and integrate results into .html reports - Design of Python scripts to extract and compare metrics from .html reports and produce an automated comparison report in .html - Continuous optimization of scripts to meet changing service needs - Impact: 90% productivity gain for optical engineers in their geometric regression testing activities. Tools: SpaceClaim & Speos (Softwares developed by the host structure), Python, IronPython, Bootstrap Studio
Junior Analyst
APPROVAL TEAM NIGERIA
Nov 2019 - Jul 2020
9 months
Abidjan, Côte d'Ivoire
As a Telecom Engineer, I was in charge of : - Studying the specific characteristics of different radio equipment including norms and standards (EMC, RF, SAR, Health and Safety) applicable to them. - Search for all the information related to approvals in Africa. - Receive, understand and find answers to client queries within a defined deadline. - Write client requests and extend them to other countries.
Network Telecommunications Engineer
Direction de l'Informatique et des Traces Technologiques (DITT) - Police Scientifique
May 2019 - Dec 2019
8 months
Abidjan, Côte d'Ivoire
The internship took place at the Direction de l'Informatique et des Traces Technologiques, a department of the Scientific Police in charge of fighting against Cybercrime. The project I was working on had for theme: "Study and Optimization of the Performances of the DITT's Coeur eLTE (Enterprise Long-Term Evolution) Network". As a Trainee Engineer, I was in charge of : - Create and Analyze Key Performance Indicators (KPI) of the said network. - Propose solutions to improve the failing KPIs. - Supervise the eLTE core network. - Mobile development | Tools : Android Studio, Java, Firebase
Network Technician
Moov Côte d'Ivoire
Apr 2017 - Oct 2017
7 months
Abidjan, Côte d'Ivoire
- Maintenance and Configuration of network equipment - Optimization of the Microwave Transmission Network: Implementation of an optimization procedure - Supervision of telecom projects on certain sites
Education
Université de Poitiers
Master of Engineering - MEng, Signal and Image Processing mention Smart IoT
2020 - 2022
3 years
Majors: Data Analysis, Supervised Learning, Embedded Systems, Communicating Embedded Systems, Networking and Security, Wireless Technologies
ESATIC
Master of Engineering - MEng, Computer and Telecommunication Networks
2017 - 2019
3 years
Majors: Quantitative and Statistical Approaches, Data Analysis, Markov Processes and Queues, Compression and Coding Techniques, Telecoms Electronics, Mobile Network Engineering, Computer Networks
Licenses & certifications
Python Object-Oriented Programming
Issued: May 2026
What Is Generative AI?
Issued: Sep 2024
98-367:MTA: Security Fundamentals
Issued: May 2019
98-366:MTA: Networking Fundamentals
Issued: May 2019