Experience

QuantCube Technology

• France
• Financial Services
• 1 - 100 Employee

• Data Scientist

  • Feb 2022 - Present



TotalEnergies

• France
• Oil and Gas
• 700 & Above Employee

• Ingénieur data science

  • Sep 2019 - Sep 2020

  Development of Deep Learning techniques for satellite image and seismic data processing. ✓ Data preparation pipeline ✓ Development and selection of neural network architectures for image segmentation. ✓ Transfer Learning and Fine Tuning to accelerate the learning process and enhance convergence speed. ✓ Proficient in Python environment with GPU utilization. ✓ Data visualization Development of Deep Learning techniques for satellite image and seismic data processing. ✓ Data preparation pipeline ✓ Development and selection of neural network architectures for image segmentation. ✓ Transfer Learning and Fine Tuning to accelerate the learning process and enhance convergence speed. ✓ Proficient in Python environment with GPU utilization. ✓ Data visualization



LAAS-CNRS

• France
• Government Administration
• 300 - 400 Employee

• Assistant de recherche

  • Jun 2019 - Sep 2019

  Study of Statistical/Machine Learning techniques for controlling power electronic converters. ✓ Mathematical modeling of the aging process of electronic components. ✓ Aging simulation of power converter cards and collection of simulated data. Tools used: (Matlab - Simulink - PLECS) ✓ Designing experimental plans for data collection. ✓ Regression and development of predictive models for the aging of power converter cards. - Kriging with multiple kernel functions - Gaussian stochastic processes - Bayesian inference Tools used: - Scikit Learn - Pandas Show less



Junior INSA Services

• France
• IT Services and IT Consulting
• 1 - 100 Employee

• Consultant

  • Sep 2018 - Sep 2019

  Consultant for projects in applied mathematics, mathematical modelling and data processing. Consultant for projects in applied mathematics, mathematical modelling and data processing.



CNRS

• France
• Research Services
• 700 & Above Employee

• Research Intern

  • Jun 2016 - Jul 2016

  Visualistion des capteurs de gravité des plantes : - Manipulation de carte ARDUINO. - Collection d'information et traitement d'image. - Préparation et découpage de plantes utilisées. - Manipulation de matériel d'experimentation poussé. Visualistion des capteurs de gravité des plantes : - Manipulation de carte ARDUINO. - Collection d'information et traitement d'image. - Préparation et découpage de plantes utilisées. - Manipulation de matériel d'experimentation poussé.



Banque Populaire du Maroc (Groupe) Inc

• Morocco
• Banking
• 700 & Above Employee

• stage d'observation

  • Jul 2014 - Jul 2014