Shrouk Mansour
Teacher Assistant at Vlens
Egypt
Summary
👤
Senior🎓
Top SchoolShrouk Mansour is an accomplished machine learning engineer and educator based in Egypt, currently a Senior ML Engineer at Vlens and a Teaching Assistant at Cairo University. With 8 years of hands-on experience, she blends advanced ML, CV, NLP, and speech technologies with full-stack web development (Django, Node.js, Laravel) and data management. She has led and delivered production-ready ML solutions, including a complete OCR system for Arabic and English, a high‑fps multi-camera tracking model, and a speech gender and emotion detection pipeline, often containerized as APIs via Docker. Her technical toolkit spans PyTorch, Keras, OpenCV, scikit-learn, and SQL/NoSQL databases, plus visualization and reproducible research with Jupyter. An active educator and communicator, she translates complex concepts across business units and mentors university students in ML and algorithms. She holds a Bachelor's in Computer Science from Cairo University and is pursuing a Master's in Machine Learning, bringing both rigorous academic training and practical, results-driven execution.
9 years of coding experience
1 year of employment as a software developer
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Cairo University
English, Arabic
Github Skills (90)
image-processing10
tesseract10
imagenet10
lstm10
computer-vision10
semantic-segmentation10
image-segmentation10
pytorch10
ocr10
segmentation10
segformer10
transformers9
machine-vision9
machine-learning9
region9
Programming languages (5)
Github contributions (5)
ShroukMansour/Compression-Algorithms
Nov 2017 - Feb 2018
Contributions:5 commits, 4 pushes, 1 branch in 3 months
ShroukMansour/E-learning
Mar 2019 - Apr 2019
Quiz and company components in a huge e-learning website, with django
Contributions:12 PRs, 49 pushes, 1 branch in 1 month
pythondjango-frameworkdjango-rest-frameworkdjangoe-learning
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