Mohamed Donia

Experience

• 

  Disruptive Mobility Technologies DMTECH

  Feb 2020 - Oct 2021

  Control System Engineer
• 

  Master Linux

  Oct 2021 - Mar 2022

  Computer Vision Engineer
• 

  Valify Solutions

  Mar 2022 - Feb 2023

  Machine Learning Engineer
• 

  Kemet Artificial Intelligence

  Oct 2022 - Jan 2024

  Machine Learning Engineer
• 

  PROVEN Solution

  Jan 2023 - now

  I played a role in designing and deploying advanced Optical Character Recognition (OCR) systems tailored to Arabic and English texts. My work involved developing machine learning models to extract and process text from complex document formats.Key Contributions: * Spearheaded the development of multilingual OCR pipelines: Focused on high accuracy for both Arabic script and Latin-based languages. * Fine-tuned models: Addressed unique challenges of Arabic language OCR, including diacritic placement (Tashkeel), cursive script variations, and bidirectional text processing. * Optimized model performance: Reduced inference time and increased precision across different document types. Show less

  • Head of Data Science

    Apr 2024 - now

  • Machine Learning Engineer

    Jan 2023 - Apr 2024