Allan ROSS
Scientific Computing Engineer @TotalEnergies OneTech CSTJF
Study, Development and/or Research Engineer
Geophysics, oceanography, remote sensing, hydrology
Southwest of France (Pau, Toulouse)
Data analysis and processing
Personal development
29 years old
Driving License
Pau (64000) France
Professional Status
Employed
Open to opportunities
About Me
Study, Research and Development Engineer (Pau/Toulouse). I have a scientific culture relatively diversified, mainly focused on applied mathematics/physics; I keep moving in discovering and learning every day.
During my training as geophysicist @EOST (Strasbourg, 2018), I mainly specialized in geophysical data analysis and processing as well as in scientific programming. Furthermore, my final-year internship in R&D completed @CLS Group (Toulouse) and my research experiences (@EOST/@IPGS, @DIAS) allowed me to confirm my aspiration and my passion to oceanography, geophysics and applied sciences broadly speaking. In addition, I was able to learn the values of work at VIVIRAD S.A. which involve daily conviviality and commitment to customers and collaborators.
One of my professional vocation will be to collaborate with specialists and in teams; indeed, my mid-term career goal is to work on R&D projects which would have a global reach. My ASTYPIC consultant Julien DAVADANT will help me to reach my personal and professional goals.
During my training as geophysicist @EOST (Strasbourg, 2018), I mainly specialized in geophysical data analysis and processing as well as in scientific programming. Furthermore, my final-year internship in R&D completed @CLS Group (Toulouse) and my research experiences (@EOST/@IPGS, @DIAS) allowed me to confirm my aspiration and my passion to oceanography, geophysics and applied sciences broadly speaking. In addition, I was able to learn the values of work at VIVIRAD S.A. which involve daily conviviality and commitment to customers and collaborators.
One of my professional vocation will be to collaborate with specialists and in teams; indeed, my mid-term career goal is to work on R&D projects which would have a global reach. My ASTYPIC consultant Julien DAVADANT will help me to reach my personal and professional goals.
Advanced Scientific Computing Engineer
TotalEnergies OneTech CSTJF
Since October 2022
Full-time
Pau
France
- Developing innovative solutions in image processing and Computer Vision, leveraging TotalEnergies’ High Performance Machine Learning (HPML) environment.
• Computer Vision Frameworks: Expertise in object detection and instance segmentation using YOLO-v8, Detectron2, and TFOD. Proficient in image processing with OpenCV scripting for R&D projects like ARGOS (robotics), MicroDeep (microalgae), Biodiversity (phototraps), and SYRACO (nannofossils).
• Workflow Automation: Streamlined and unified Computer Vision components using the Snakemake workflow management library (Python).
• Green Water Flow Quantification: Combined Sentinel-2, PlanetScope, and drone imagery with in-situ weather station data to quantify evapotranspiration for the WACAPOU R&D project. Utilized tools like Sentinel-Hub EOBrowser, ArcGIS PRO, PlanetExplorer, Google Earth Engine and QGIS.
Contributing to a poster for the SPIE Sensors + Imaging conference based in Edinburgh (September 2024)
https://spie.org/spie-sensors-imaging/presentation/WACAPOU-water-awareness-and-compensation-assessment-program-of-optimum-use/13197-57
• Biodiversity Preservation:
- Utilized the Microsoft PyTorch-Wildlife collaborative framework for automated biodiversity labeling.
- Conducted database correction and validation with the expertise of specialist ecologists.
- Performed extraction, data augmentation, and classification of animal images using YOLOv8-cls
Contributed to the preservation and census of animal species near TotalEnergies assets.
• Geological Facies Prediction: Applied Gradient Boosting Decision Trees (GBDT) models to predict geological facies using 3D seismic cubes. Evaluated I/O performance across different file systems.
• Seismic Data Analysis/Processing: Enhanced the internal DIVA seismic toolbox for SEG-Y/SEP data analysis and processing on Pangea-3/4 supercomputers. - Utilized the Microsoft PyTorch-Wildlife collaborative framework for automated biodiversity labeling.
Detailed Description
- Entity: OneTech/Technical Lines/Data Tech/Scientific Computing/Softwares for Scientific Computing
Company Description
Located in Pau, the Jean Féger Scientific and Technical Center (CSTJF) is a first-rate research and expertise center, a source of great pride for Total's Exploration-Production branch. Equipped with state-of-the-art laboratories and a high performance supercomputer (HPC), the CSTJF offers our Group the scientific expertise and the means of study which make it shine in the oil and gas world
Company website
