Freelancer profile translated to English.

Description

Mechanical engineer with strong expertise in numerical computing, simulation, and scientific programming, I support companies on high-value-added technical issues, from analysis to the implementation of reliable and efficient tools.

I mainly focus on:

Python development for scientific computing, automation, and data post-processing

Modeling and data/machine learning tools applied to engineering

Numerical simulation / finite elements (Abaqus, SolidWorks Simulation, Robot)

Data analysis and signal processing (FFT, vibration analysis, physical indicators)

Accustomed to demanding industrial environments, I work with a rigorous, pragmatic, and results-oriented approach: understanding business needs, adapted modeling, clear and usable deliverables.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Framatome GmbH
Developer
ENERGY AND UTILITIES
July 2024 - August 2024 (1 month)
Erlangen, Germany
Contribution to the software API development of a fatigue calculation tool and
its documentation using the doc as code approach
Python MySQL Sphinx Gitlab SQLite
Framatome
Numerical Simulation and AI Engineer
ENERGY AND UTILITIES
August 2022 - August 2025 (3 years)
Lyon, France
Creation of a trained machine learning model (LGBM and RF) and deep learning (DNN) for predicting maximum acceleration in response to a transient in the case of a linear system and maximum impact force in the case of a non-linear system with contacts
Database management of calculation codes implemented for dynamic calculations;
Writing an API for processing calculation results in Fatigue, writing pytests and documentation with the doc-as-code approach of sphynx

Seismic design calculation for the resistance of a warehouse at the nuclear power plant site;
Development of a calculation code integrating Newmark and Newton Raphson schemes in the resolution of linear and non-linear models subjected to various stresses;
Spectral, seismic, and static modal analyses via Ansys MAPDL and Workbench.
implementation of numerical methods in python for simplified Mass-Spring and Damper, Beam models;
Design according to RCC-M, RCC-MRx and Eurocode3 codes;
Implementation of calculation and post-processing codes and data analysis with python
Task automation (note drafting, data processing, etc.)