About 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.
French
Native or bilingual
Dutch
Basic
German
Basic
Arabic
Conversational
English
Native or bilingual
Can work on-site
Toulouse (up to 50km), Toulouse (up to 20km)
Experience
- Atad-Bayanat ConsultingData scientistCONSULTING AND AUDITSJune 2019 - Today (7 years)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 MasterAUTOMOBILEOctober 2018 - May 2019 (8 months)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 ScientistAUTOMOBILEJanuary 2018 - September 2018 (9 months)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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Education
- 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.