About Sofiane
- Advanced Analytics: Apply advanced statistical methods and machine learning techniques to solve complex business challenges and optimize operational performance.
- End-To-End Statistics: Deliver comprehensive statistical support and data-driven insights tailored to complex, highly regulated environments.
- Interactive Visualization: Specialize in using R, SQL, and Python to build custom Shiny scientific applications and interactive dashboards that transform complex data into actionable insights.
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Experience
- GSKPrincipal Data ScientistPHARMACEUTICALS INDUSTRYSeptember 2020 - May 2026 (5 years and 8 months)Rixensart, BelgiumI collaborated with statistical experts to provide advanced statistical expertise for clinical and non-clinical vaccine development, ensuring data-driven, quantitative decision-making.End-to-End Statistics: Managed the statistical activities related to the development, validation, and lifecycle of various clinical products and assays.Study Design & Reporting: Planned Design of Experiments (DoE), executed complex data analyses, and authored comprehensive statistical reports and documentation packages.Scientific App Development: Supervised a team of 4 developers to build and deploy interactive scientific Shiny applications utilizing R and Python.Leadership & Mentorship: Prepared, planned, and delivered formal training and webinars to coach both statisticians and non-statisticians across the organization.
- GSKPrincipal StatisticianPHARMACEUTICALS INDUSTRYJanuary 2017 - August 2020 (3 years and 7 months)BelgiumI provided comprehensive statistical support across the entire lifecycle of products, processes, and analytical methods to drive quality control and manufacturing excellence.Cross-Functional Analysis: Worked with multidisciplinary task forces to drive risk/benefit assessments, design experimental studies, and interpret complex data to resolve manufacturing investigations and troubleshooting.Regulatory Compliance & Reporting: Authored and communicated rigorous technical reports, procedures, and presentations within a strict GxP environment, ensuring full compliance with FDA, ICH, and internal corporate guidelines.Mentorship & Coaching: Dedicated time to training, supporting, and coaching less experienced statisticians to elevate the team's overall analytical capabilities and standards.
- GSKConsultant Non-Clinical/Industrial StatisticianPHARMACEUTICALS INDUSTRYJanuary 2014 - January 2017 (3 years)Wavre, BelgiumProvide a subject matter expertise to manufacturing and quality control department:
- Statistical analysis to assess process performance and consistency
- Design of experiment to assess the effect of controlled factors on process
- Comparability assessment
- Statistical process control and change-point analysis for process/method.
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Education
- Master of ScienceUniversité Paris DESCARTES2013Master of Science (MSc), Mathematics and Statistics
- Master of Arts in StatisticsHigh National School of Statistics and Applied Economics2011Engineer in applied statistics
Certifications
- Data Science SpecializationJohns Hopkins university on coursera2024
- Python for EverybodyUniversity of Michigan on Coursera2024