- Education:
Bachelor Degree in Biomedical Engineering Department, Faculty of Engineering - Helwan University, Egypt (2015-2019).
- Work Experience:
- I have been working as a Medical Equipment Planner (Dec 2019 - till now ). I am expert in creating and reviewing medical equipment technical specifications, creating technical and financial evaluation sheets, architectural design review and modification according to Egypt and international standards, Room By Room list, Room Data Sheets, Medical Equipment BOQ, drawing equipment with scale to be used in AutoCAD and hospital’s plans, providing electrical and mechanical departments with all important medical equipment requirements and improving the company’s database.
- I also have a passion for the data science field. So I started learning python in 2018. After that I learned Machine and Deep Learning in Coursera and I made a graduation project in this field. Finally I have learned Data analysis with all steps starting from asking questions and ending with visualizing the results.
- My graduation project is Diabetic Retinopathy Detection. This detection is made by creating a model using CNN which will take retina images after preprocessing as input and output will be a class label indicating whether the retina has Diabetic Retinopathy or not and predict the level from 0 to 4, we reach for 82% accuracy, and we are trying to increase accuracy by tuning parameters and using different architectures.
Work Terms
- Hours of operation: Less than 25 hrs/week.
- 24 hrs response time