Over 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.
Frans
Tweetalig / moedertaal
Engels
Vloeiend
Arabisch
Tweetalig / moedertaal
Werkervaring
- GSKPrincipal Data ScientistPHARMACEUTISCHE INDUSTRIEseptember 2020 - mei 2026 (5 jaren en 8 maanden)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 StatisticianPHARMACEUTISCHE INDUSTRIEjanuari 2017 - augustus 2020 (3 jaren en 7 maanden)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 StatisticianPHARMACEUTISCHE INDUSTRIEjanuari 2014 - januari 2017 (3 jaren)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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Opleidingen
- 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
Diploma's
- Data Science SpecializationJohns Hopkins university on coursera2024
- Python for EverybodyUniversity of Michigan on Coursera2024