نبذة عني
Senior Quantitative Scientist (PhD & HDR) with 18 years of expertise in advanced mathematics, probability theory, and linear algebra, who pivoted in 2026 to Industrial Machine Learning, Generative AI, and MLOps. Certifie…
Senior Quantitative Scientist (PhD & HDR) with 18 years of expertise in advanced mathematics, probability theory, and linear algebra, who pivoted in 2026 to Industrial Machine Learning, Generative AI, and MLOps. Certified in Machine Learning (Stanford / Andrew Ng) and Data Science (IBM). Proven capability in building end-to-end NLP pipelines, predictive analytics, and production-ready RAG/LLM architectures. Combines 18+ years of mathematical rigor with modern MLOps workflows (CI/CD, Docker, FastAPI, Git) to deliver enterprise-grade Data Science solutions. Target role: Data Scientist / MLOps Specialist.
الخبرة
Freelance Data Science & MLOps Consultant (Collective Lead)
<p>Co-founded an agile freelance collective of senior researchers delivering end-to-end Data Science, NLP, and MLOps solutions for industry clients.</p><p> Spearhead the architecture and deployment of production-ready ML pipelines, generative AI concepts (RAG/LLMs), and interactive dashboards.</p><p> Manage full project lifecycles: requirement gathering, data engineering, model training, FastAPI integration, CI/CD automation, and client handoff.</p>
Researcher in Mathematics
<p>Conduct advanced theoretical research in Harmonic Analysis and Lie Groups, authoring peer-reviewed articles.</p><p> Active reviewer for international scientific journals; co-organizer and invited speaker for the Tuniso-Japanese Conference Series in Mathematics (since 2009).</p><p> Lead methodology seminars and working groups for Ph.D. candidates on emerging mathematical concepts.</p>
Assistant Professor / Agrégée in Applied Mathematics & Statistics
<p>Taught Linear Algebra, Probability Theory, Calculus, and Numerical Analysis to engineering candidates (200+ students/year).</p><p> Achieved a 99% national engineering exam success rate through custom digital learning modules and data-driven assessment strategies.</p>