Amine Biad
Senior Data ScientistSenior Data Scientist with 7+ years of experience in mathematical modeling, data analysis and machine learning, delivering solutions to complex business problems. Proven expertise in designing and deploying production-grade models, performing statistical analysis, and using optimization tools to drive measurable business impact. Skilled in developing descriptive analytics, predictive models, and data-driven strategies to optimize operations and improve decision-making processes.
Experience
Senior Data Scientist
Talabat
Developed an incentive optimization model that reduced marketing spend while increasing GMV by €15M, leveraging sensitivity analysis to identify key drivers of user behavior.
Applied SciPy optimization algorithms to design synthetic control models, quantifying the impact of opening new store locations and improving decision-making for expansion strategies.
Data Scientist
Criteo
Optimized logistic regression models, driving a 2% increase in bidding efficiency and reducing operational costs.
Designed and executed hypothesis tests to validate model improvements, leading to a 1.5% increase in ad performance and precision.
Data Scientist
Azira (formerly Teemo)
Developed data pipelines tailored for high-frequency user location data, improving processes for data ingestion, transformation, and storage, thus enabling faster data analysis.
Developed Markov chain models to analyze user location transitions, improving fraud detection accuracy by 20% and operational efficiency.
Tools
Free data science tools and calculators for A/B testing, statistical analysis, causal inference, and more. Built for data scientists and analysts.
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Connect
Feel free to reach out at amine.biad.pro@gmail.com