Geoscientist / Data Scientist, French and American citizen
Houston, Texas, United States
Masters’ graduate in Data Science, Masters’ in Petroleum Geology graduate, with experience in energy market analysis, wind farm construction, petroleum exploration, and NASA planetary research. Broad international exposure.
French and American citizen, fluent in French and English, conversational in Spanish, willing to relocate internationally.
Contact Julien regarding:
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Timeline
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Résumé
Jobs
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Market Data Analyst
Rystad Energy
Jan 2024 - Current(2 years 10 months)
Deep Learning Data Scientist
TotalEnergies
Apr 2022 - Sep 2022(6 months)
- 6-months research internship in TotalEnergies’ Artificial Intelligence research team. - Implemented better loss metrics and incorporated Physics-Inspired geological Neural Network architectures (PINN) for image segmentation of depositional sequences in seismic data. Used Tensorflow and Keras in Python. Experience on Kilda GPU and Linux.
Staff Geoscientist
Fugro
Jun 2021 - Mar 2022(10 months)
- Built machine learning algorithms for soil data predictions and image segmentation using XGBoost, RandomForest, Keras, and Tensorflow in Python. - Mapped and interpreted 2D shallow seismic data (UHRS and SBP) using IHS Kingdom software for offshore construction hazard mitigation of renewable wind-farms and subsea rig decommissioning. Provided GIS shapefiles and 2D seismic cross-sections to clients showing the lateral extent of specific features of interest using ArcGIS and SonarWiz. - Worked as Lead Geo during offshore fieldwork data collection surveys, analyzing SBP/UHRS/MBES/SSS data.
Marine Geologist/ Data Scientist Intern
Fugro
Nov 2019 - Jun 2021(1 year 8 months)
Exploration Geologist Intern
Equinor
May 2019 - Aug 2019(4 months)
- Interpreting 3-D seismic data on Petrel to locate, map, and delineate geological traps, oil-water contacts, and sizes of new petroleum prospects in offshore Gulf of Mexico. - Calculating STOOIP, volume densities, and Recoverable volumes based on risk analyses from petrophysical measurements using @RISK software. - Providing comprehensive field analyses for use in future well development.
VISITING RESEARCHER AT ARGONNE NATIONAL LABORATORY
Argonne National Laboratory
Oct 2018
Analyzed chemical valences and created chemical maps of Martian and Earth rocks on the X-ray absorption near edge structure (XANES)
M.Sc. Thesis: End-of-Well Research with Schlumberger & SM Energy
University of Houston
Aug 2018 - Dec 2018(5 months)
- Applied industrial research supervised at Schlumberger - Analyzed seismic horizons from a conventional reservoir in the Powder River Basin with Petrel and correlated all well logs at the study location. - Extracted information from well completion data and mudlogging sample descriptions for complete analysis. - Provided a geological explanation for the resulting productivity of the well.
Planetary Geochemistry Intern at NASA Johnson Space Center
Jacobs
Jan 2018 - Dec 2018(1 year)
Explored alternative methods for the study of magmatic evolution on planetary bodies, such as Earth and Mars, using Electron Probes and a SEM : - Evaluated and proposed improvements to analytical methods for time efficiency - Devised new techniques in experimental petrology for the growth of minerals to specification - Used these techniques to grow minerals in laboratories for future long-term analysis
Summer Advance Geological Mapping
UCLA
Jun 2016 - Jul 2016(2 months)
Mapped and identified different formational units of the Poleta Folds in the White-Inyo Mountains, using a Brunton and a topographic map: - Measured strike-and-dip of geological beddings, trend-and-plunges of faults and foldings - Searched for and identified kinematic indicators for the different deformations
Field Work at the Yellowstone National Park
UCLA
Jul 2015
Collected rock samples from different locations around the Yellowstone caldera. Wrote sample descriptions for each rock sample.
Geochemistry Research Assistant
UCLA
Mar 2015 - Aug 2016(1 year 6 months)
- Hand-picked quartz and feldspar from samples collected at Yellowstone National Park and Bishop Tuff. - Polished, described, and measured crystals and their melt inclusions under the microscope.
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Intern
Sep 2014
Managed inventory: organized oilfield production items by pump types Edited graphics for the company’s website Corrected work orders in the manufacturing facility
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Construction Worker
Summer Work
Jul 2013
Renovation of an antique house, installation of roofing and windows Usage of various construction tools and original building materials
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Group 4
IB project
Mar 2012
Project aimed to improve the school cafeteria lines and reduce energy waste. Established statistics related to queue lines and service takt time
Education
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Northwestern University — Master's degree Data Science
Northwestern University
Jan 2020 - Dec 2022(3 years)
Harvard University — Certificate of Data Science Data Science
Harvard University
Jan 2019 - Dec 2020(2 years)
University of Houston — Masters Petroleum Geology
University of Houston
Jan 2017 - Dec 2018(2 years)
UCLA — Geology (B.S.)
UCLA
Jan 2013 - Dec 2017(5 years)
The Awty International School — Bilingual International Baccalaureate