Education 🎓

McGill University
Bachelor of Arts in Computer Science, Minor in Management

  • Top 10 McGill Retail GenAI hackathon
  • McGill Varsity Swimming
  • Investment Club
  • Google Developers Club

Lycée Français du Caire
French Baccalaureate in Economics and Social Sciences, Maths specialization

  • Egyptian National Swim Team
  • Egyptian and Arab Records Holder
  • Swimming and Soccer Team Captain

Skills

Coding Languages 💻

Python, Java, C, SQL, JavaScript, HTML/CSS, Clojure, OCaml, Swift

Libraries & Frameworks 📚

PySpark, NumPy, scikit-learn, Pandas, TensorFlow, TextBlob, Matplotlib

Tools 🔧

Git, Power BI, GCP, AWS, Databricks, Firebase, DB2, NoSQL, PostgreSQL

Languages 🌐

🇬🇧 English, 🇫🇷 French, 🇪🇸 Spanish, 🇪🇬 Arabic, 🇩🇪 German

Certifications 📜

Databricks Lakehouse Fundamentals, Databricks Generative AI Fundamentals

Experience

🚗 Software Engineering Intern at Valeo, Cairo, EG

June 2022 – July 2022

  • Engineered automation scripts in Python and JavaScript, boosting department efficiency by 50%.
  • Developed a secure, single-use password system in Python, enhancing system security.
  • Optimized the analysis pipeline for performance reports, utilizing machine learning algorithms to detect critical anomalies in large datasets, eliminating manual review.

💰 Customer Service Representative Part Time as Student at BMO, Montreal, QC

October 2023 – April 2024

  • Handled banking transactions, resolved technical issues, enhanced customer satisfaction.
  • Surpassed sales targets by 205%, contributing to branch revenue growth, and identified potential clients for specialized financial services.
  • Trained and mentored new employees, improving team performance.

Projects

    Tech Job Market Project 🚀
    • Extracted, explored, and cleaned over 15,000 job postings data using Databricks notebooks and PySpark, storing processed data in Databricks warehouse.
    • Conducted in-depth analysis and created interactive visualizations in Power BI to uncover job market trends.
    • Demonstrated expertise in data engineering, SQL, and Python for comprehensive data processing and analysis.
    Taylor Swift Media Coverage 🌟
    • Extracted and processed 500+ articles using NewsAPI and NLP techniques for sentiment analysis.
    • Implemented TextBlob and TF-IDF algorithms to classify media sentiment, achieving high classification accuracy.
    • Created detailed data visualizations with pandas and Matplotlib to present sentiment trends and insights.
    Forecasting Model for Aldo 📊
    • Preprocessed and analyzed 500,000+ data points from Aldo’s sales and website activity using pandas and NumPy.
    • Developed a demand forecasting model with TensorFlow, enhancing sales prediction accuracy.
    • Configured AWS services (EC2, S3, SageMaker) for scalable model development and deployment, ensuring a robust workflow.
    Card Games App Database System 🎮
    • Designed a relational database schema with DB2, ensuring data integrity and efficiency.
    • Developed a Java-based application leveraging JDBC for efficient database management and user interaction.
    • Implemented advanced SQL queries for real-time data manipulation and performance insights.