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Ahmed Zidane

Data Scientist

📍 Cairo, Egypt | 📞 +201016112621 | 📧 [email protected]
🔗 LinkedIn | 🔗 Kaggle | 🔗 GitHub


Experience

Data Scientist, Zeal

London, UK | 10/2023 – Present

  • Extracted, mined, and visualized retail datasets for actionable insights
  • Predicted consumer behavior for physical retail using advanced forecasting techniques
  • Analyzed customer feedback sentiment to improve product and service offerings
  • Identified anomalies in data to mitigate risk and optimize operations
  • Partnered with product and customer-success teams to ensure AI services align with consumer needs
  • Consulted and proposed innovative AI integration solutions to drive business growth

Data Scientist, Orange Labs

Cairo, Egypt | 01/2023 – 10/2023

  • Optimized various large language models (LLMs) for efficient Q&A tasks, enabling their execution on a single GPU
  • Developed an OCR pipeline tailored to complex Arabic font digits, specifically for expiry date recognition
  • Utilized advanced image reconstruction and sequence recognition techniques to achieve accurate results
  • Applied AutoML technology to forecast complex tabular data
  • Created automated tests using the pytest framework to ensure robust software quality and dependability
  • Conducted gap analysis to identify areas for enhancement

Artificial Intelligence Engineering Intern, National Telecommunication Institute (NTI)

Cairo, Egypt | 10/2022 – 01/2023

  • Implemented various Computer Vision state-of-the-art technologies
  • Designed, developed, trained, and optimized Deep Neural Networks
  • Applied various Machine Learning and Deep Learning Algorithms
  • Applied Data Preprocessing, Manipulation, Visualization, and Analysis on various famous datasets
  • Built a Facial Recognition System using Siamese Network
  • Contributed to building Egyptian ID Card Information Extraction system using Arabic-OCR, Tesseract, Pre-Trained FaceVGG, and YOLO
  • Trained in Business English, Soft Skills, and Project Management for 132 Hours

Skills

Programming Languages

  • Python
  • C++

Frameworks and Libraries

  • PyTorch
  • TensorFlow
  • Pandas
  • Matplotlib
  • Scikit-learn
  • Keras
  • NumPy
  • Seaborn
  • Hugging-Face
  • Langchain

Tools and IDEs

  • Amazon SageMaker Studio
  • IBM Watson Studio
  • Visual Studio Code
  • Jupyter Lab

Languages

  • English: Full Professional Proficiency
  • German: Intermediate (B1)
  • Arabic: Native

Interpersonal Skills

  • Leadership (Graduation Project Team Leader)
  • Presentation
  • Communication

Education

Bachelor's degree | Electronics and Electrical Communication Engineering
Tanta University, Egypt
08/2017 – 08/2022


Publications


Courses & Certifications


Feel free to connect with me for any collaborations or opportunities in the field of Data Science and AI!

Ahmed Zidane 's Projects

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