Youssef Mahmoud

Youssef Mahmoud

Data Scientist
United States of America
Arabic, English

About Me

I am a data scientist specializing in statistical and machine learning modeling applied to finance, quantitative trading, business intelligence, labor economics, environmental economics, and health economics. I recently …

Experience

Data Scientist -- Intern

Societe Generale
Sep 2022 - Apr 2023 · 6 months

• Applied advanced statistical and machine learning techniques to analyze and visualize over 100 datasets with millions of observations and 100s of features, related to corporate and investment banking
• Conducted further analyses on the datasets to identify and predict potential economic patterns that could impact the banking industry in Europe and the US
• Collaborated with fellow interns to debug coding errors and achieve viable results to represent to our senior colleagues
• Developed and delivered 50 detailed presentations conveying the logic and implications of complex models to 5 senior colleagues

Data Scientist - Intern

Societe Generale, Chicago, IL
Sep 2022 - Apr 2023 · 7 months

Applied advanced statistical and machine learning techniques to analyze and visualize over 100 datasets with millions of observations and 100s of features, related to corporate and investment banking
Conducted further analyses on the datasets to identify and predict potential economic patterns that could impact the banking industry in Europe and the US
Collaborated with fellow interns to debug coding errors and achieve viable results to represent to senior colleagues
Developed and delivered 50 detailed presentations conveying the logic and implications of complex models to 5 senior colleagues

Advertising Agent

SuperFast Cell
Jan 2021 - Aug 2021 · 7 months

• Designed and prepared advertisements for 100 smartphones and accessories contributing to over $10,000 in sales
• Liaised between over 60 potential customers and salespeople to secure and improve long-term customer relations
• Performed market research to identify which products were in high/low demand and presented the results to the manager and salespeople

Advertising Agent

Superfast Cell, Tampa, FL
Jan 2021 - Aug 2021 · 7 months

Designed and prepared advertisements for 100 smart phones and accessories contributing to over $10,000 in sales
Liaised between over 60 potential customers and salespeople to secure and improve long-term customer relations
Performed market research to identify which products were in high/low demand and presented the results to the manager and salespeople

Tutor

University of South Florida
Feb 2019 - May 2020 · 1 year 3 months

• Improved student-athletes’ grades by 10%-20% in their economics courses through test preparation and project/research guidance
• Led review sessions and created personalized weekly quizzes and problem sets to engage and promote learning independence for 15 student-athletes
• Collaborated with other economics tutors to develop and present extensive final examination review sessions and mock exams for 50 student-athletes
• Taught students to develop study and time management skills and strategies to improve their academic success

Tutor

University of South Florida, USF Athletics, Tampa, FL
Feb 2019 - May 2020 · 1 year 3 months

Improved student-athletes’ grades by 10%-20% in their economics courses through test preparation and project/research guidance
Led review sessions and created personalized weekly quizzes and problem sets to engage and promote learning independence for 15 student athletes
Collaborated with other economics tutors to develop and present extensive final examination review sessions and mock exams for 50 student-athletes
Taught students to develop study and time management skills and strategies to improve their academic success

Research Assistant

University of South Florida, Department of Economics, Tampa, FL
Feb 2019 - Aug 2019 · 6 months

Extracted faculty/course information from economics departments of 140 US universities dating back to 1980
Organized data in Excel sheets to easily interpret and analyze it

Skills

Statistical learning Machine learning Deep learning Unsupervised learning Causal inference MS Excel MS PowerPoint MS Word STATA RATS SQL Tableau GitHub Google Collaboratory Python Predictive modeling NLP
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