Data Scientist,AI Engineer and Professional Instructor

Over 3 years teaching AI & Data Science at Udacity, Samsung, iSchool, Ministry of IT.
Mentored 1,000+ learners through hands-on projects in predictive modeling and automation.
Built real-world ML solutions in banking and education.

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Projects

Customer Segmentation — Banque Misr

Clustering & Customer Analytics

Performed clustering-based segmentation on transaction data to identify behavioral patterns and improve personalized marketing strategy.

Python, Pandas, NumPy, Scikit-learn, Clustering, Machine Learning, Data Preprocessing, Visualization

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Stock Price Prediction — Banque Misr

Time Series & Regression

Built and evaluated regression models on multi-bank stock datasets using the Yahoo Finance API.

Python, Pandas, NumPy, Machine Learning, Time Series, API

ATM Route Optimization — Banque Misr

Graph Algorithms

Developed shortest-path algorithm to enhance ATM cash distribution efficiency across Egypt.

Python, NetworkX, Web-scraping

Hit Song Prediction — Technocolabs

Predictive Modeling

Forecasted song popularity based on chorus repetition and audio features from YouTube API.

Flask, Scikit-learn, API

Portuguese Bank Marketing — Kaggle

Classification & EDA

Built XGBoost models with SMOTE for imbalance handling.

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E-Commerce Customer Churn — Kaggle

End-to-End ML Pipeline

Cleaned data, engineered features, deployed predictive model.

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Experience

Udacity — Session Lead • Sep 2023 – Present
Lead live sessions, mentor students, review 300+ projects.

Samsung — Lead AI Facilitator • Aug 2025 – Present
Supervised 8 facilitators; trained 1,300+ students.

Samsung — AI Facilitator • Dec 2022 – Jul 2023
Delivered ML & deployment sessions.

iSchool — AI Instructor • Aug 2023 – Sep 2024
Built curriculum & mentored capstones.

Ministry of IT — AI Content Creator • Apr–Jul 2024

Banque Misr — Data Science Intern • Oct–Dec 2022

Technocolabs — Data Science Intern • Sep–Nov 2022

Education & Certifications

B.Sc. Computer Science — Sohag University
Sep 2019 – Aug 2023 • GPA: 3.11

250HR Diploma in Data Science & AI — Samsung (Dec 2021)
Deep Learning Specialization — deeplearning.ai (Oct 2025)
Problem Solving Camp — C++ — 1st at Sohag University

Contact

marwanhatem298@gmail.com