À propos de 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.
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Espagnol
Capacité professionnelle complète
Norvégien bokmål
Notions
Accepte de travailler sur site
Lyon (jusqu’à 50 km)
Expériences
- Vår EnergiDigitalization Engineer & Data minerENERGIEjuin 2022 - octobre 2024 (2 ans et 5 mois)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 EngineerENERGIEnovembre 2021 - février 2026 (4 ans et 4 mois)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 EngineerENERGIEnovembre 2020 - juillet 2021 (8 mois)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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Formations
- Data Analytics Bootcamp BarcelonaIronhack2020Data Analytics Bootcamp Barcelona
- Bachelor of Engineering in Mechanical EngineeringEcole nationale supérieure d'Arts et Métiers / ENSAM2015Master's Degree, Mechanical Engineering