Posts by Collection

portfolio

publications

CIFAR-10: KNN-based Ensemble of Classifiers

Published in 2016 International Conference on Computational Science and Computational Intelligence, 2016

This paper studies the performance of different classifiers on the CIFAR-10 dataset, and builds an ensemble of classifiers to reach a better performance.

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talks

teaching

CS 106: Fundamentals of Computer Science

Teaching Assistant, The American University in Cairo, Department of Computer Science, 2014

This course covers fundamentals of computer science and basics of programming taught in C++ . My role included helping students through labs and office hours.

Coursera’s Deep Learning Specialization

Instructor, Alama Initiative, Egypt, 2018

I volunteered to teach deep learning concepts for a group of 20 undergrad and grad students taking Coursera’s deep-learning specialization following up with their progress throughout the courses. This was done through a student-run initiative called ‘Alama’.

CMPUT 328: Visual Recognition

Teaching Assistant, University of Alberta, Department of Computing Science, 2019

This course covers computer vision tasks with deep learning, taught with PyTorch. My role included teaching a weekly lab on computer vision with deep learning bascis, and preparing the assignments/ quizzes.