1. Cairo - Egypt
+201097943665
mohamedgamal.elbayoumi@gmail.com
www.linkedin.com/in/gamal-a74a9a109
github.com/Mhmd-Gamal
Mohamed Gamal
Machine Learning Engineer
2014 - 2019Faculty of Engineering, Mansoura University, Egypt
B.Sc. degree in Electrical Engineering in Electronics and Communication.
Coursework: Communication systems, Electronics, Waves, Satellite communication, Mobile
Communication, Networks and Security, Machine learning.
Graduation Project: " Sign Language Recognition "
Main Objectives:
Designing a software that recognizes defined hand gestures such as numbers and letters using
various computer vision and machine learning algorithms through a real-time video feed. video
Awarded the first place in graduation projects competition at Communication & Electronics
department.
Technologies : ML/DL, CNN, Python, Keras, Numpy, OpenCV, pandas
Programming Languages: Python, C++, Matlab
Python libraries: Numpy, Scipy, Scikit-learn, Pandas, OpenCV
Deep Learning Frameworks: TensorFlow , Keras , Pytorch
Deep Learning: CNN, RNN
Algorithms & Data Structure: Divide & Conquer, Sorting & Searching, linked list, stack, queue, tree,
hash table, dynamic connectivity
Front End Development: Javascript, HTML,CSS
Dog Breed Recognition: Github
Convolutional Neural Networks project that given an image of a dog and algorithm will identify
an estimate of the canine’s breed.
Tools: Python, Keras, numpy, OpenCV, matplotlib.
Test-Accuracy: 82%
Creating Customer Segments: Github
Applying unsupervised learning techniques on product spending data collected for customers of
a wholesale distributor in Lisbon.
Tools: Python, Numpy, pandas, scikit-learn, matplotlib.
Finding Donors for CharityML: Github
Tools: Python, Numpy, pandas, scikit-learn, matplotlib.
Education
Skills
Selected Projects
Courses and Workshops
2. Created with
Udacity:
Machine Learning Engineer Nanodegree link
Intel® Edge AI Scholarship (In progress )
Coursera:
Deep Learning Specialization (deeplearning.ai) link
Machine Learning (Stanford) link
Python Data Structures link
Using Python to Access Web Data link
How Google does Machine Learning link
Datacamp:
Data Scientist with Python Track link
Edx:
Introduction to computer science and programming using Python 6.00.1x
Arabic - Native
English - Very Good
Languages
