About Me

Data scientist with expertise in machine learning and AI solutions.

Ahmad Refai

Data Scientist & Machine Learning Engineer

I'm Ahmad Refai, a passionate data scientist with a Master's degree in Data Science, Machine Learning & AI from ExploreAI Academy & ALX. With a background transitioning from accounting to data science, I bring analytical thinking and business acumen to data-driven problem-solving.

My journey started with a Bachelor's in Accounting and Finance, which provided me with strong quantitative skills. I've since completed an intensive 15-month data science program where I honed my expertise in machine learning, Python programming, data analysis, and visualization techniques.

Alongside my technical work, I'm also an Amazon Publisher specializing in Arabic calligraphy, demonstrating my creative side and attention to detail. I'm committed to continuous learning and have earned certifications from institutions like Stanford, University of Michigan, and Harvard, covering essential data science topics from mathematics to programming.

Experience

Data Science Intern

ALX Africa

Apr 2023 - Aug 2024

Cairo, Egypt · Hybrid

  • Completed a 15-month intensive program, gaining expertise in data wrangling, visualization (Python, NumPy, Pandas), and machine learning fundamentals
  • Developed real-world data science applications, including fraud detection and customer segmentation
  • Skilled in Python, SQL, statistical analysis, and data visualization (Jupyter Notebook)
  • Completed coursework in Exploratory Data Analysis, Regression Analysis, NLP, and Unsupervised Learning

Amazon Publisher & Graphic Designer

Kindle Direct Publishing (KDP)

2020 - Present

  • Published high-selling books on Kindle Direct Publishing (KDP), specializing in Arabic calligraphy
  • Expertise in branding, typography, and ebook formatting for digital and print publishing

Education

Mar 2023 - Aug 2024

Intensive program focused on practical data science applications and machine learning implementations using industry-standard tools.

Amazon Web Services (AWS)Deep LearningMachine LearningNLPData Visualization

Bachelor's Degree in Accounting and Finance

Faculty Of Commerce English Section - Mansoura University

2013 - 2017

A program in English Language, which awards a Bachelor of Commerce degree in Accounting and Business administration. Developed strong analytical and quantitative skills that later provided a foundation for transition to data science.

AuditingAccounts PayableFinancial AnalysisBusiness Administration

Certifications

Data Science - ALXCohort: CAI-DS-0923 (C#1-DS)Started: 09/11/2023, Ended: 08/05/2024Completed: August 2024
CS50's Introduction to Programming with Python - HarvardXCredential ID: 09d3dadebb9248efb079e37dbf77018eCompleted: February 2025
Python Data Structures - University of MichiganInstitution: University of MichiganCompleted: August 2023
Introduction to Mathematical Thinking - Stanford UniversityInstitution: Stanford UniversityCompleted: April 2024
Introduction to Statistics - Stanford UniversityInstitution: Stanford UniversityCompleted: April 2024
Deep Learning Specialization - Coursera
Building a Lean Startup - DavidsonXCredential ID: 4903e84ce08644ef8d0c7b2afccd5344Completed: July 2024
Founder AcademyCohort: CAI-FounderAcademy (C#1-FA)Started: 03/19/2024, Ended: 06/30/2024Completed: July 2024