À propos de Samia
I am an astrophysicist turned full-stack data scientist. I have a Ph.D. in astronomy/astrophysics and leverage my critical and creative thinking with industry-oriented problem-solving skills. I offer innovative approaches to solve data strategy and data-driven problems using custom-built machine learning and deep learning approaches. I have published a dozen peer-reviewed articles, a book, and developed specialized apps and predictive prototypes for clients.
Français
Bilingue ou natif
Néerlandais
Notions
Allemand
Notions
Arabe
Capacité professionnelle limitée
Anglais
Bilingue ou natif
Accepte de travailler sur site
Toulouse (jusqu’à 50 km), Toulouse (jusqu’à 20 km)
Expériences
- Atad-Bayanat ConsultingData scientistCONSEIL & AUDITjuin 2019 - Aujourd'hui (7 ans)Toulouse, France• Contributed to the development of the Big Data platform for the HR division of a telecommunications company through both technical expertise and data expert leadership.• Developed a Qlik Sense app that helps HR managers tremendously in their daily work.• Assisted in the development of a prototype application to set end-to-end monitoring on the IT production platform through data expertise.• Developed a Python application which uses machine learning to predict incident probability.
- Continental Digital Services FranceFull stack data scientist & Scrum MasterAUTOMOBILEoctobre 2018 - mai 2019 (8 mois)Toulouse, FranceIn the continuity of our mission to develop services for connected vehicles, I am currently participating in conceptualising a new service. I provide the team with my expertise in data. As a facilitator, I also help the team live agile values and principles.
- Continental Digital Services FranceFull stack Data ScientistAUTOMOBILEjanvier 2018 - septembre 2018 (9 mois)Toulouse, FranceDuring this mission, I have participated on different aspect of developing services for connected vehicles:➢ assess performances of devices connecting the vehicles to our Cloud infrastructures➢ ETL geospatial time-series data and engineered business knowledge features➢ develop several micro-services with interface to mobile devices
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Formations
- Doctor of Philosophy (Ph.D.) -- Astronomy and AstrophysicsUniversity of Amsterdam2012• Worked with magneto-hydrodynamic fluid simulations in general relativity of accreting disk around supermassive black holes. • Developed a post-process program in C++ to assess the importance of radiative cooling on the dynamics of accreting disks. • Performed data analyses on multi-wavelength observations with use of GRMHD simulations. ➢ Develop a C++ library to implement hadronic interactions in a spectral model of astrophysical jets. ➢ Translated a 2700+ lines Fortran code into an independent and modular C++ program.
- Deep Learning Nanodegree FoundationUdacity2017Artificial Intelligence is transforming our world in dramatic and beneficial ways, and Deep Learning is powering the progress. Together with Siraj Raval, Udacity provides a dynamic introduction to this amazing field, using weekly videos, exclusive projects, and expert feedback and review to teach you the foundations of this future-shaping technology.