Mohamed E.

Mohamed E.

Data Scientist

Cairo, Egypt
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About Me

Mohamed is a Data Scientist providing expertise on the full project lifecycle of data solutions from analytic problem definition through data gathering, analysis, model development, reporting/visualization development, testing, and operational deployment. He applies deep learning and computer vision techniques in building models, performing statistical analysis and creating visualizations to provide scalable solutions on projects.

Work history

UpStack
UpStack
Data Scientist
2021 - Present (3 years)
Remote
  • Identify opportunities for leveraging company data to drive business solutions.

  • Helps build and improve infrastructure, application and performance development and ensures tight security including data encryption, security groups, and environment scanning.

  • Closely collaborate with different functional teams to implement models and monitor outcomes.

ScriptSender
ScriptSender
Senior Software Engineer
2021 - Present (3 years)
West Palm Beach, FL , United States of America
  • Work collaboratively with other engineers to build, implement and drive solutions on the ScriptSender solution.

  • Design and implement state-of-art 3D tools to enhance existing data science methods, models, and products on the project.

  • Produce solutions for the IVIS viewer to improve 3D medical imaging on the ScriptSender platform and enhance user experience.

360Imaging
360Imaging
Senior Computer Vision Engineer
2020 - 2021 (1 year)
Atlanta, United States of America
  • Contributed to the development and implementation of computer vision solutions on dental data for 360Imaging.

  • Developed and implemented advanced algorithms and fail-safe robotic solutions on projects for the client.

  • Created, implemented, and iteratively improved on Computer Vision processing methods and models on the project.

DilenyTech
DilenyTech
R&D Software Engineer
2018 - 2020 (2 years)
Cairo, Egypt
  • Designed and implemented algorithms within a research framework to test and validate results.

  • Worked with advanced technical approaches and techniques in delivering solutions to complex issues on projects.

  • Built and integrated end-to-end lifecycles of various data science solutions for the R&D team.

Portfolio

Senior Engineer - MammoSuggest
Senior Engineer - MammoSuggest

MammoSUGGEST AI leverages the power of artificial intelligence (AI) to improve breast cancer detection in mammograms. It provides a second reader for radiologists to increase the confidence of diagnostic decisions, decrease recall rates, and prioritize readings. MammoSUGGEST reads and automatically detects and classifies breast abnormalities in mammograms using state-of-the-art proprietary AI models. Worked as the main AI developer on the project - implementing solutions for breast cancer detection and classification from mammograms.

Senior Engineer - Computer Vision Library (360Imaging)
Senior Engineer - Computer Vision Library (360Imaging)

Actively participated in a six-member R&D team that worked on the computer vision library inside 360Imaging's system. Designed and translated research and technical requirements into tasks - working on new features, adding 2D active contour functionality, implementing 3D Geodesic Active Contours to help segment teeth from the volume, and refactoring the library modules to improve basic functions.

Senior Engineer - Anomaly Detection of Endoscopy Images Using Deep Learning
Senior Engineer - Anomaly Detection of Endoscopy Images Using Deep Learning

The Anomaly Detection solution uses a 120k+ endoscopy images dataset acquired from several sources for detection. It comes with features for image processing, dataset cleaning and preparation and uses unsupervised techniques to explore the images domains (One-Class SVM and isolation forest). Trained the GAN model to achieve 0.89 accuracy levels on the test set - using AWS virtual machine for model training.

Education

M.Sc.Eng. In Biomedical Engineering
M.Sc.Eng. In Biomedical Engineering
Cairo University
2018 - 2020 (2 years)
Bachelor of Biomedical Engineering
Bachelor of Biomedical Engineering
Cairo University
2013 - 2018 (5 years)