Freelancer profile translated to English.
Back to original languageAbout Ahmed
Geologist with 11 years of experience in oil exploration and geological synthesis, certified in data science design and development.
Passionate about data analysis and geological exploration, I combine geological expertise and data science to design predictive models that facilitate decision-making.
Arabic
Native or bilingual
French
Native or bilingual
English
Fluent
Can work on-site
Pau (up to 15km)
Experience
- TotalEnergies Exploration Production (EP) - CSTJFData Science ConsultantENERGY AND UTILITIESJanuary 2024 - September 2024 (9 months)Pau, France
- Design of an optimized workflow for predicting source rock characteristics from well log data
- Development of a data processing pipeline in Python and Dataiku to automate the processing and analysis of logs from 1800 wells
- Construction of supervised learning predictive models to estimate TOC (Total Organic Carbon) values
- Development of interactive dashboards for visualizing and analyzing results.
- Definition and implementation of evaluation metrics to optimize and validate predictions.
- Improvement of TOC prediction accuracy by 0.3% and reduction of data processing time by 50%
- Entreprise Tunisienne d'Activités Pétrolières - ETAPExploration GeologistJuly 2010 - May 2021 (10 years and 10 months)Tunis, Tunisia
- Inventory, collection, and quality control of well data
- Interpretation and synthesis of well data
- Geochemical characterization of source rocks: nature, basin extent, maturity, generation, and expulsion
- Structural analysis of the basin
- Petrophysical characterization of reservoirs
- Analysis and modeling of petroleum systems: hydrocarbon migration, trap formation, and reservoir dynamics.
- Development of "Play Fairway" maps and highlighting permit potential
- Participation in seismic interpretation and identification of prospects and leads.
- Quantitative resource estimation and geological risk analysis
- Prospect generation, maturation, and ranking
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Education
- Master de recherche en géologie AppliquéeFaculté des Sciences de Bizerte2008Géosciences
Certifications
- Concepteur Développeur en Sciences des DonnéesCertificateur Jedha