Professional Experience:
Research Assistant
Carleton University, Ottawa, Canada
September 2023 – Now
Conduct research in Cardiac MRI with a focus on left atrial fibrosis, atrial fibrillation, and ventricular hypertrophy.
Develop and apply deep learning algorithms for segmentation/classification and generative models to augment imaging data.
Utilize fractal analysis to investigate complex cardiac patterns, enhancing diagnostic precision.
Teaching Assistant
Carleton University, Ottawa, Canada
September 2023 – Now
Facilitate lab sessions for Computation and Programming and Data Management, guiding students in Python programming, data structures, and algorithmic problem-solving.
Teach and assist students in Systems and Simulation labs, supporting them in modeling, analyzing, and simulating linear dynamic systems.
Machine Learning Engineer Associate
Altis Labs (Remote), Toronto, Canada
May 2022 – August 2023
Preprocessing data and conducting statistical inference.
Analyzing datasets and implementing deep learning algorithms for medical imaging analysis.
Machine Learning Intern
CENGN, Ottawa, Canada
September 2021 – December 2021
Performing advanced exploratory data analysis, feature engineering, and data pre-processing.
Building advanced regression, classification, and clustering algorithms.
Teaching Assistant
University of Ottawa, Ottawa, Canada
September 2021 – April 2022
Teaching assistant for cloud analytics course.
Preparing lab materials and marking assignments and exams.
Research Assistant
Concordia University, Montreal, Canada
May 2018 – August 2020
Designing and implementing a cardiovascular simulator based on 3D-printed realistic heart cavities.
Characterizing material properties of 3D-printed elastic cardiovascular models.
Part-Time Instructor
University of Science & Technology, Amman, Jordan
July 2015 – March 2018
Teaching courses such as Medical Image Processing, Cardiovascular System, and Biomaterials.
Lab Instructor
University of Science & Technology, Sanaa, Yemen
March 2013 – September 2014
Training students on biomedical instrumentation and medical image processing techniques.