About Mahmoud
German
Native or bilingual
English
Fluent
Experience
- UnternehmerTUMData Science EngineerEDUCATION AND E-LEARNINGJuly 2020 - Today (6 years and 1 month)München, GermanyDeveloped a revenue optimization model that increased profit by 15%.Implemented advanced predictive models using Python, reducing processing time by 25%.Led a team of five data analysts in multiple projects to drive data-driven strategy.Optimized the data validation process, reducing the error rate by 10%.
- Omdena USAAI EngineerEDUCATION AND E-LEARNINGMay 2019 - May 2022 (3 years)Created custom data models and algorithms applied to datasets, improving customer engagement by 20%.Through predictive modeling, customer marketing investment efficiency was increased by 18%.Collaborated with a cross-functional team to transform data into key decision-making insights.
- UdemyPremium Data Science InstructorEDUCATION AND E-LEARNINGMay 2019 - May 2023 (4 years)
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Education
- AI diploma from Entrepreneurship TUMEntrepreneurship TUM2020Design Thinking and Data Thinking methods Agile product development (Scrum, retrospectives, planning, sprint reviews) Lean startup approach Validation and deployment of Al use-cases Proof of concepts for data-driven applications Low & Hi-Fi prototyping Setting up feasibility tests and pass criteria Risk validation through experiments Iteratively building technical MVPs User Story Mapping Lean Canvas and Data Canvas Al Product Management Interdisciplinary and cross-functional teamwork Customer interviews and empathy maps
Certifications
- Nano degree diploma in data scienceUdacity International2018