Available to hire
I’m Zeineb Ayadi, a data scientist with a Master’s degree from EPFL and over three years of consulting experience at the intersection of advanced analytics and business strategy. I specialize in translating complex data capabilities into practical, high-impact AI solutions tailored to organizational constraints and objectives, ensuring seamless integration and sustainable value creation. I’m driven by high-impact challenges and thrive where cutting-edge technology meets strategic decision-making.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Language
French
Fluent
English
Fluent
Arabic
Fluent
Portuguese
Beginner
Work Experience
Data Science & Cybersecurity Consultant at Wavestone Switzerland SA
May 1, 2023 - PresentLed the data platform roadmap for healthcare, benchmarked governance and interoperability, designed target architecture, and defined a long-term implementation plan with governance. Prioritized GenAI use cases across transport, luxury, and banking, delivered PoCs validating feasibility, and contributed to an enterprise AI policy. Coached cybersecurity teams on AI risks and security.
Master’s Thesis (Automated Machine Learning) at Oracle Labs
July 1, 2021 - September 30, 2021Designed and implemented the next generation of Oracle AutoML; developed NAS algorithms and integrated them into the AutoML pipeline for scalable model selection.
Intern, Machine Learning Applied to Health Care at IBM Research Europe
March 1, 2022 - August 31, 2022Preprocessed large whole-slide images for pathology ML; built weakly supervised GNN architectures; evaluated generalisability across tissue types and improved interpretability for pathologists; contributed to submission to Medical Image Analysis.
ML Engineer, Oracle Cloud Platform (GCP) at Oracle Labs
September 1, 2022 - March 31, 2023Designed and implemented next generation AutoML on GCP; built ML & statistical modeling pipelines, deep learning models (PyTorch, TensorFlow); data engineering, CV, NLP, AutoML, reinforcement learning and large language models; explored agentic AI systems.
Education
Master’s in Data Science (with a minor in Management, Technology and Entrepreneurship) at EPFL (Swiss Federal Institute of Technology Lausanne)
January 1, 2020 - December 31, 2023Bachelor’s in Communications Systems at EPFL
January 1, 2017 - December 31, 2020Academic Exchange Year (3rd year of Bachelor) at Instituto Superior Técnico
January 1, 2019 - December 31, 2020Qualifications
Microsoft Certified: Azure AI Engineer Associate
January 11, 2030 - February 15, 2026Industry Experience
Healthcare, Financial Services, Professional Services, Transportation & Logistics, Retail
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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