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Work Background
Northwest Missouri State UniversityGraduate Teaching Assistant
Apr. 2025Maryville, Missouri, United StatesGraduate Teaching Assistant for the Object Oriented Systems class.
Arab DecorData Science Intern
Jun. 2024 - Dec. 2024Casablanca Metropolitan AreaI participated in the creation of a Marketing Mix Model that enabled ranking of marketing channels based on ROI, leading to a23% cut in marketing spend and an 18% increase in revenue in two months. For real-time analytics, I optimized the process of data receiving and preparation by combining data via API from different marketing platforms as Meta, Google Search Ads and YouTube Ads. I also optimized customer segmentation algorithms using clustering techniques such as K-means, which significantly improved the effectiveness of targeted marketing campaigns and boosted customer engagement rates by 15%
Al Akhawayn UniversityResearch Intern
Jan. 2024 - May. 2024Ifrane, Fès-Meknès, MoroccoI did extensive research on blockchain smart contract security analysis of key vulnerabilities andaudited famous hacks like the DAO Attack and Parity Wallet Hack. In this process, I measured the capabilities of security analysis tools such as Oyente and Mythril in finding security violations, promoting secure and reliable implementationsof blockchain technologies. I also designed advanced consensus schemes and runtime profiling techniques with the objective to prevent possible threatseven before the secure deployment.
Capgemini EngineeringData Analysis Intern
Jun. 2023 - Aug. 2023Casablanca-Settat, MarocI processed and refined large employee datasets using Python to support workload distribution analysis and strategic decision-making. To enhance data visibility, I designed interactive dashboards in Power BI that provided real-time insights into employee workload distribution at Capgemini Engineering, leading to a 32% improvement in efficiency through more balanced task allocation. Additionally, I streamlined data extraction, transformation, and reporting processes by implementing Power Query in both Excel and Power BI, which reduced overall data handling time by 42%.
Visita MadridData Science Intern
Sep. 2022 - Jan. 2023Madrid, Community of Madrid, SpainI designed a machine learning model to match customers with travel destinations based on demographic and financial parameters, resulting in a 27% increase in recommendation bookings. To enhance personalization, I applied K-Means and DBSCAN clustering techniques to segment customers into distinct groups, which improved targeted marketing efficiency by 23%. Additionally, I employed cross-validation techniques to evaluate and compare the performance of three different machine learning models, selecting the most effective one through robust statistical analysis to optimize travel destination recommendations.
Fabric Company in FèsDatabase Systems Intern
Sep. 2021 - Jan. 2022Fès-Meknès, MoroccoI led the end-to-end design and development of a sales and inventory management system for a fabric company in Fes, Morocco, enhancing operational efficiency by 32% through workflow automation. I built a scalable desktop application using Java (Swing/JavaFX) for the user interface and MySQL/PostgreSQL for backend data storage, achieving 99.9% data accuracy in tracking orders, managing inventory, and maintaining customer records. By implementing real-time inventory updates, automated order processing, and reporting dashboards, I reduced manual data entry time by 44% and minimized stock discrepancies by 27%.
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