
Martien Deffo, PhD
Internship: polyionic liquid membrane for energy storage device "fuel cell & Li-ion battery"

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About me
Material Engineer ( Corrosion , Electrochemistry, Metallurgy), / Data Scientist
Education

ENSAI
2010 - 2013Master's of Engineering Degree Chemical Engineering, Material sciences and ElectrochemistryElectrochemistryProcess Engineering Material science Corrosion metallurgy

Mines Paris
2021 - 2022Master's degree (RNCP7) Data Science TBActivities and Societies: Technical, business and company-oriented training. Over 400 hours of training - 100% success rate in tests. Programming, DataViz, Data Cleaning, Machine Learning, Big Data, Deep Learning, Reinforcement Learning...

Université Claude Bernard Lyon 1
2015 - 2018Doctor of Philosophy - PhD H2S Corrosion, Electrochemistry (IFPEN)Activities and Societies: H2S Corrosion in oil and gas industry, Electrochemical impedance spectroscopy, Thermodynamic, sulphur compounds analysis

Ecole normale supérieure de Lyon
2013 - 2015Master's degree PHYSICAL SCIENCESElectrochemistryThermodynamicMaterial sciencesTheoretical chemistrycatalysis
Experience

Ecole normale supérieure de Lyon
Feb 2015 - Jul 2015Internship: polyionic liquid membrane for energy storage device "fuel cell & Li-ion battery"Synthese of polymers (RAFT, ATRP) and characterization (GPC)Synthese and characterization of polyionic membrane for Energy storage Electrochemical characterizations using Electrochemical impedance spectroscopy Used of Ionic liquids as support electrolyte

IFP Energies nouvelles
Oct 2015 - Oct 2018PHD Student (IFPEN -French corrosion institute)H2S and CO2 corrosion in oil and gas industry,Electrochemical impedance spectroscopy,Thermodynamic in solution sulphur compounds analysis

Vallourec
Nov 2018 - Jun 2022R&D Corrosion Engineer at Vallourec Research Center France (VRCF)- Lead the S13Cr and CRA qualification studies relates to market and customer needs: define the right material to test, ensure the validity of the tests carried out and capitalize the results;- Propose ways to improve the development of new steels resistant to corrosion, assess performance and capitalize technical knowledge;- Establish new tests and optimization of existing tests- Realize technological survey (bibliographic reports)- Write scientific publications to promote VRCF’s corrosion expertise and ensure the technical promotion of 13Cr and CRA products- Develop research and development partnerships with universities and other technical centers Show less

DataScientest.com
Oct 2021 - Jun 2022Machine Learning project - Predicting electricity consumption in FranceMachine Learning project - Predicting electricity consumption in France after studying the French electricity system under both meteorological and production constraints- Development of ML models predicting electricity consumption in France- Exploration, cleaning, visualisation, training, evaluation- Data extracted from RTE (Réseau de Transport d'Électricité), which manages the high-voltage electricity transmission network in mainland France- 120h+ ; Python & Streamlit ; 86k lines ; highly commended by the jury Show less

Constellium
Jun 2022 - nowSenior Research And Development Engineer (Corrosion)- Lead corrosion studies on aluminium alloys (brazed, welded and extruded) used in the automotive industry (heat exchangers, battery Box, skin alloys and structural alloys).-Support the packaging team in the characterisation of coatings in beverage & food can using electrochemical methods ( EIS , LPR , LP...) - Participate in the development and qualification of new aluminium alloys for the automotive industry (Focus on alloys with high recycling content and alloys suitable for battery Box).- Realize research and technological survey, optimization of the corrosion testing methods of Aluminium alloys/ Data analysis - Take part in conferences to promote Constellium's expertise, and develops and/or consolidates partnerships with other research centers and universities. Show less
Licenses & Certifications
- View certificate

Data-visualization with Bokeh
DataScientest.comJan 2022 - View certificate

Data-visualization with Matplotlib
DataScientest.comDec 2021 - View certificate

Machine learning with Scikit-learn
DataScientest.comFeb 2022 
DataScientest first exam (Python)
DataScientest.comNov 2021- View certificate

Introduction to Python for data-science
DataScientest.comNov 2021 - View certificate

Exploratory statistics for data analysis
DataScientest.comNov 2021 - View certificate

Data-visualization with Seaborn
DataScientest.comDec 2021 - View certificate

Machine Learning with Tree-Based Models in Python
DataCampJan 2022 - View certificate

Supervised Learning with scikit-learn
DataCampJan 2022 - View certificate

Object Oriented Programming For Python Beginner
DataScientest.comDec 2021
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