About Me

Education

Benha University | Banha, Qalyubia, Egypt
B.Sc. in Computer Science | Major: Artificial Intelligence | GPA: 3.51 | 2021 - 2025

Experience

Vice Head of Data Science and AI @ GDG On Campus BU | Oct 2024 - Present

  • Spearheading the Data Science and AI team, mentoring members on AI and machine learning projects.
  • Organized and conducted workshops, including Online Sessions, to enhance technical skills among students.
  • Facilitated hands-on training in data science tools and frameworks, encouraging collaboration within the team.

Data Scientist @ ZeNN - Part Time | Mar 2024 - Jul 2024

  • Cleaned, analyzed, and visualized data using Python and data analysis tools.
  • Developed time series forecasting models to drive business success with AI.
  • Collaborated with cross-functional teams to identify business needs and create data-driven solutions.
  • Enhanced decision-making processes by developing predictive models.

Data Analyst Intern @ Enakl - Part Time | Jan 2024 - Mar 2024

  • Cleaned, analyzed, and visualized data using Python, SQL, Looker Studio, and Google Colab.
  • Conducted data quality assessments and implemented data cleaning procedures.
  • Created comprehensive reports to present key insights and support business decisions.

Skills

  • Programming Languages: Python, R, SQL, C++, Java
  • Data Analysis: Pandas, NumPy, Matplotlib, SciPy
  • Data Visualization: Power BI, Tableau, Python, Excel, Seaborn, Plotly
  • Machine Learning: Scikit-learn, TensorFlow, Keras, PyTorch, Azure Machine Learning
  • Soft Skills: Teamwork, Collaboration, Effective Communication, Problem-Solving, Analytical Thinking, Time Management
  • Other Skills: Data Wrangling, OOP, Data Structures, Algorithms, RESTful APIs, Git, GitHub, Docker, Microsoft Azure, Linux, WSL

Projects

Artificial Intelligence & Machine Learning:

Sign Language Recognition System

  • Built a neural network using TensorFlow to classify 45 sign language gestures.

Fake News Detection

  • Created an NLP-based machine learning model to detect fake news articles.

Traffic Signs Image Classification

  • Implemented a convolutional neural network (CNN) to classify traffic sign images.

Hourly Energy Consumption Prediction

  • Built a predictive model to forecast energy consumption using XGBoost.

Image Description Generator

  • Developed a deep learning model with TensorFlow to generate descriptive captions for images.

Data Analysis & Visualization

Spotify Power BI Dashboard

  • Designed an interactive dashboard to visualize Spotify data and provide insights.

Job Titles Salaries Analysis

  • Conducted comprehensive analysis on job title and salary datasets.

Income Salary Prediction

  • Developed a machine learning model to predict income based on demographic data.

Python Dashboard with Streamlit

  • Developed an interactive dashboard for visualizing datasets with user-friendly navigation.

Web Scraping & Automation

Jumia Web Scraping

  • Built a web scraper using Python and BeautifulSoup to extract product data.

Google Maps Scraper

  • Created a Python script using Selenium to scrape place data and export to Excel.

Training

Data Scientist Intern @ ShAI | Feb 2024 - Sep 2024

  • Gained hands-on experience in machine learning and data science.
  • Mastered data manipulation, visualization, and ML techniques using Python libraries.
  • Developed skills in project management, storytelling, and time management.

Machine Learning for Data Analysis @ NTI | Jul 2023 - Aug 2023

  • Learned ML algorithms, data preprocessing, and model evaluation techniques.
  • Gained proficiency in ML tools and libraries for real-world data analysis.
  • Explored ethical considerations in machine learning applications.

Courses & Certifications

Languages

  • Arabic: Native
  • English: Advanced (B2)
  • German: A1