- As a machine learning engineer with experience in developing and implementing machine learning and deep learning models, worked on many projects and applying different algorithms in computer vision and predictive models, I possess knowledge and experience in data modeling and data analysis, I am recently looking for a machine learning engineer position.
Summary
Work Experience
NATIONAL RESEARCH CENTER
Machine learning and Bioinformatics trainee
July 2022 - August 2022
Explanation of CNN and how it works. Develop a pre-trained model on a breast cancer dataset provided by NRC. A superficial understanding of RNN.
Projects
COVID-19 DETECTION
By applying machine learning models (VGG-16, Rsenet50) then train these models, I achieved accuracy (92%, 93%).
SIGN LANGUAGE DIGITS PREDICTION
By applying ANN and CNN models then training the models, I achieved accuracy up to 97%.
CAR PRICE PREDICTION
By applying linear regression model, I achieved R-squared .89
EARLY DETECTION OF COLON CANCER - GRADUATION PROJECT
Develop an early detection system for colon cancer using classification and segmentation techniques on images that taken by colonoscopy to identify if that person has cancer or not if it has the region of cancer will be detected by segmentation model then integrate this work in user-friendly website.
Skills
Technical Skills
Proficient in Python
Skilled in DNA sequence analysis
Strong foundation in computer science and biology
Experience with machine learning and deep learning techniques
Experienced with tools and technologies commonly used in bioinformatics research, such as R, Python, and various bioinformatics databases.
Soft Skills
Detail-oriented and able to work with precision
Analytical and able to interpret complex data
Problem-solving and able to troubleshoot issues
Education
Cairo University
Bioinformatics - Excellent with Honor Degree
2019 - 2023
GPA: 3.54