Available to hire
Senior data scientist with over five years of combined industry and project-based experience in data-driven product and decision-support systems.
I specialize in transforming complex data into actionable insights and optimizing end-to-end processes across forecasting, inventory, pricing, and operations. My work focuses on improving efficiency, scalability, and reliability of production systems, delivering measurable gains in productivity, cost reduction, and operational performance.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Language
English
Fluent
French
Fluent
Italian
Fluent
Work Experience
Senior Data Scientist
January 1, 2022 - PresentOwn and operate data processing, demand forecasting and inventory management systems supporting a network of 80 stores and 45 million customers. Optimised deep learning forecasting models, reducing training time by 99% while scaling data volumes by more than 100x. Re-engineered data processing and forecasting pipelines, achieving a 95% reduction in end-to-end runtime. Redesigned inventory recommender logic to better account for lead times, reducing stock-outs and improving service levels. Designed and implemented warehouse layout and slotting optimization models to reduce picker travel time and increase overall warehouse output. Delivered pricing optimization modules to maximise revenue during clearance periods and improve inventory turnover. Supported operational adoption of decision tools through close collaboration with supply chain and store operations teams.
Author / Research Contributor
January 1, 2019 - January 1, 2022Co-authored papers: Computational linguistics in Financial Economics: Using natural language processing to enhance traditional asset pricing models; Data-Driven Insights into African Water Scarcity: Uncovering Potential Solutions using Python visualization and statistical analysis tools; Quantifying the Future: Insights from Numerical Simulations on Oversaving and Risk Aversion in the Evolving Dutch Pension System; Computer Vision for Wildfire Severity Prediction: Leveraging Image Analysis of Satellite Imagery for causal inference.
Researcher / Data Scientist
January 1, 2019 - December 31, 2022Authored Computational Linguistics in Financial Economics: Using natural language processing to enhance traditional asset pricing models. Authored Data-Driven Insights into African Water Scarcity: Uncovering Potential Solutions using Python visualisation and statistical analysis tools. Co-authored Quantifying the Future: Insights from Numerical Simulations on Oversaving and Risk Aversion in the Evolving Dutch Pension System. Co-authored Computer Vision for Wildfire Severity Prediction: Leveraging Image Analysis of Satellite Imagery for causal inference.
Education
Master's in Economics and Statistics at European Research Centre for Economics and Statistics (ECARES), Solvay Brussels School
January 1, 2020 - December 31, 2022Master's in Behavioral Economics and Data Science at Tilburg University
January 1, 2019 - December 31, 2020Bachelor's in Economics (minor in statistical analysis) at Solvay Brussels School
January 1, 2016 - December 31, 2019Qualifications
Industry Experience
Retail, Software & Internet, Professional Services, Manufacturing, Financial Services
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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