Big data simulation engineer

• Mar 2023 - Present

Data Scientist

• Feb 2022 - Feb 2023

In assignment at Aurobay. In assignment at Aurobay.

Data Scientist

• Feb 2022 - Feb 2023

• Develop and maintain data analysis tools and applications used by dozens of engine calibration engineers and function developers to help them process test data • Helps define and implement a data strategy to handle the organisation's test measurement data in order to move away from age-old systems and silos to an integrated modern cloud infrastructure with better data management and analytics practices. From a tech-stack perspective, these tasks involve e.g. almost daily Python… Show more • Develop and maintain data analysis tools and applications used by dozens of engine calibration engineers and function developers to help them process test data • Helps define and implement a data strategy to handle the organisation's test measurement data in order to move away from age-old systems and silos to an integrated modern cloud infrastructure with better data management and analytics practices. From a tech-stack perspective, these tasks involve e.g. almost daily Python programming with CI/CD chains running in Gitlab as well as building a web application in React/Next.js deployed in Microsoft Azure with a REST API to serve the data from a database. Show less • Develop and maintain data analysis tools and applications used by dozens of engine calibration engineers and function developers to help them process test data • Helps define and implement a data strategy to handle the organisation's test measurement data in order to move away from age-old systems and silos to an integrated modern cloud infrastructure with better data management and analytics practices. From a tech-stack perspective, these tasks involve e.g. almost daily Python… Show more • Develop and maintain data analysis tools and applications used by dozens of engine calibration engineers and function developers to help them process test data • Helps define and implement a data strategy to handle the organisation's test measurement data in order to move away from age-old systems and silos to an integrated modern cloud infrastructure with better data management and analytics practices. From a tech-stack perspective, these tasks involve e.g. almost daily Python programming with CI/CD chains running in Gitlab as well as building a web application in React/Next.js deployed in Microsoft Azure with a REST API to serve the data from a database. Show less

Data Scientist (Research)

• Feb 2020 - Jan 2022

• Responsible of the data analysis of projects aiming at better understanding usage and performance of ADAS through in-vehicle data collection • Built analysis pipelines using Python and SQL (data visualisation with plotly/dash and Power BI) • Developed a novel data-driven approach to predict system performance using machine learning • Joint effort with stakeholders to structure the data flow and define actionable KPIs aiming at answering Research questions • Contributed to the elaboration of… Show more • Responsible of the data analysis of projects aiming at better understanding usage and performance of ADAS through in-vehicle data collection • Built analysis pipelines using Python and SQL (data visualisation with plotly/dash and Power BI) • Developed a novel data-driven approach to predict system performance using machine learning • Joint effort with stakeholders to structure the data flow and define actionable KPIs aiming at answering Research questions • Contributed to the elaboration of concepts and the writing of scientific publications

Data Analyst (Hardware Testing)

• Jun 2019 - Dec 2020

• Supervised the hardware testing of a new generation of ADAS radar sensor for Polestar 2 (Volvo Cars) • Created a simple resourceful data visualisation tool in Python leading to high reduction in analysis time • Took initiatives to foster more synergy within the team such as implementing visual management

Consultant

• Jun 2019 - Dec 2020

Consultant at 2550 Engineering, a "fresh-thinking" consultancy company, founded in 2018 and part of Qamcom group. We are growing ;) Consultant at 2550 Engineering, a "fresh-thinking" consultancy company, founded in 2018 and part of Qamcom group. We are growing ;)

Lead Engineer

• Sep 2017 - Apr 2018

• Supervised and coached up to seven engineers • Coordinated mechanical design tasks of steam generators (major components of a nuclear plant) for a challenging project in close cooperation with the design manager • Facilitated the solving of conception related issues with the manufacturing team

Mechanical Engineer

• Jan 2015 - Sep 2017

• Designed steam generators by performing numerical simulations to demonstrate their compliance with regulatory requirements • Wrote associated documentation for clients and authorities • Automated calculation tool chains using Matlab and VBA • Developed an advanced method in R&D to get insights from a complex mechanical behaviour • Mentored an intern student

Simulation Engineer

• Jan 2012 - Jan 2015

• Optimized the dynamics and structure of the Airbus A320 Neo’s engine LEAP through calculations and correlations with test data • Invented innovative Matlab tools to improve data analysis used e.g. for high-frequency sensors post-processing • Mentored an intern student • Optimized the dynamics and structure of the Airbus A320 Neo’s engine LEAP through calculations and correlations with test data • Invented innovative Matlab tools to improve data analysis used e.g. for high-frequency sensors post-processing • Mentored an intern student

Master Thesis

• Mar 2011 - Sep 2011

Developed new methodologies for numerical models of automotive seating mechanisms aiming at optimizing crash simulations Developed new methodologies for numerical models of automotive seating mechanisms aiming at optimizing crash simulations

Research internship

• Jun 2010 - Aug 2010

• Studied the effect of spanwise confinement on flag flutter instability (flow induced vibrations) using coupled numerical simulations / Matlab calculations and correlations with tests • Prepared and monitored tests • Studied the effect of spanwise confinement on flag flutter instability (flow induced vibrations) using coupled numerical simulations / Matlab calculations and correlations with tests • Prepared and monitored tests