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Ayman M.

Ayman M.

Machine Learning Mentor

Kaggle | Berlin, Berlin, Germany

Technologies

My Portfolio Highlights

My New Course

Introduction to Python

My New Project

Dr. Semmelweis and the Discovery of Handwashing

Analytical superhero, saving the world from data chaos.

My Work

Take a look at my latest work.

course

Understanding Data Science

course

Introduction to Python

course

Intermediate Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Kaggle | Sep 2022 - Present

Machine Learning Mentor

• Mentoring ~5 students each year, I understand the exact skills of a mentee, define the objectives, and needs of the mentee, build a learning/development plan, and follow up with the mentee's progress on a weekly basis. • Designed a training program for mentees using case studies, Categorizing the case studies based on the industry (automotive, telecom, banking, finance, healthcare, marketing, retail, sports analytics, and mining) and the algorithm (data analysis, supervised regression, supervised classification, unsupervised, computer vision, natural language processing). Data Science Case Studies Repo: https://github.com/cs-MohamedAyman/Data-Science-Case-Studies
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The American University in Cairo | Sep 2022 - Present

Research Assistant

• Conducting data collection, cleaning, preprocessing, and Exploratory data analysis for different case studies using NumPy, Pandas, and Matplotlib. Developing and implementing machine learning models using frameworks such as TensorFlow, PyTorch, and Scikit-learn in different research domains (Automotive, Marketing, Healthcare, Banking, and eCommerce). • Performing hyperparameter tuning and cross-validation to optimize model performance and identify the optimal parameters for various machine learning algorithms. Setting up parameter grids, defining search spaces, and evaluating model performance to select the best combination of hyperparameters. Designing and executing experiments to test machine learning algorithms and analyze results.

My Education

Take a look at my formal education

Bachelor's degree in Computer Science and Artificial IntelligenceCairo University | 2017

About Me

Ayman M.

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