About Erwan
I wish to involve machine learning in the industry to help people work faster and save them time to concentrate on high value added tasks. Investigate new solutions for challenging projects is part of my motivation. People qualify me as curious / explorer and determined.
French
Native or bilingual
English
Fluent
Spanish
Fluent
Norwegian Bokmål
Basic
Can work on-site
Lyon (up to 50km)
Experience
- Vår EnergiDigitalization Engineer & Data minerENERGY AND UTILITIESJune 2022 - October 2024 (2 years and 5 months)Stavanger, Norway- Connect to APIs, Extract Transform and Load (ETL) data into Power BI service- Creation of Power BI dashboard from various databases and build KPIs- Find missing data and clean databases- Referent for drilling department data and software admin- Training and deployment of machine learning models with Azure Machine Learning for drilling engineers
- Three60 EnergyDrilling & Digitalization EngineerENERGY AND UTILITIESNovember 2021 - February 2026 (4 years and 4 months)Stavanger, Norway- Drilling & completion studies and projects- Internal digital projects- Data analysis studies for Norwegian Ocean Industry authority on temporary and permanently abandoned wells on the Norwegian Continental Shelf.- Investigation on use of cemented shoe track as a well barrier- Investigate application of dump flooding through crossflow wells concept on the NCS.- Well integrity training
- ARMINESResearch EngineerENERGY AND UTILITIESNovember 2020 - July 2021 (8 months)Fontainebleau, FranceInvestigation of drilling vibrations identification with machine learning:- Extract, transform and clean the data- Exploration of the data with unsupervised learning et dimensional reduction techniques (t-SNE).- Apply computer vision techniques (attention mechanism, gradcam, etc) to drilling logs (time series) with convolutional neural networks (CNN).- Define a method to train machine learning algorithms on drilling logs from different wells.- Training neural network model to predict stick-slip vibration from rig standard surface parameters.
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Education
- Data Analytics Bootcamp BarcelonaIronhack2020Data Analytics Bootcamp Barcelona
- Bachelor of Engineering in Mechanical EngineeringEcole nationale supérieure d'Arts et Métiers / ENSAM2015Master's Degree, Mechanical Engineering