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Mahmoud Bakr Elbeltagy

Mahmoud Bakr Elbeltagy

Location: Okanagan Valley, British Columbia
Phone: +12363383335
Email: [email protected]
Birthdate: 1999/05/02

Profile

Passionate about robotics and AI for decision-making, I have a keen interest in the mathematical challenges these fields present. I am a fast learner with experience in Python, Matlab, TensorFlow, and C++ for control, modeling, and prediction problems.

Education

MASc in Mechanical Engineering
University of British Columbia, Okanagan (UBCO), Canada
September 2022 – present

  • Focus: Data-driven fault diagnosis
  • Current Score: 91/100

BSc in Mechanical Engineering
University of Sharjah, UAE
September 2016 – January 2021

  • Full scholarship
  • GPA: 3.93/4
  • Top of my class

Skills

  • Programming: C++, Python, MATLAB
  • Modeling and Simulation: Simulink, Simscape, Stateflow. Gazebo
  • Machine Learning: TensorFlow, Tensorflow-probability, Keras, Numpy, Scipy, Pandas
  • Optimization: Deap, Scipy, MATLAB optimization,
  • Robotics: ROS, C++, Python, Particle filters, SLAM, Control systems
  • Control Systems: Time and frequency analysis
  • Anomaly Detection: Data-driven models and algorithms, Multivariate statistical analysis, Deep learning
  • Leadership: Managing multidisciplinary teams
  • Communication:

Professional Experience

Graduate Research Assistant
University of British Columbia
September 2022 – present

  • Developing Intelligent Fault Diagnosis algorithms using data-driven methods

Graduate Teaching Assistant
University of British Columbia
September 2022 – present

  • Engineering Analysis 3, Application of Engineering Design, Autonomous Vehicles Technology

Research Engineer
General Civil Aviation Authority (UAE)/University Of Sharjah
September 2020 – March 2022

  • Developing and testing control algorithms on quadcopters

Awards

  • Okanagan Graduate Research Scholarship (2023)
  • Golden Visa for Outstanding Specialized Talents (2022)
  • Rating of Highest Honors (2021)
  • Full Scholarship (2016)

Projects

Intelligent Fault Detection and Identification

June 2022 – present

  • Developing fault detection algorithms using ML and DL methods

Control, Modeling, and Simulation of Quadcopters

October 2020 – January 2022

  • Modeling and testing controllers on quadcopters using Simulink and MATLAB

Predicting Mechanical Properties of High Entropy Alloys

July 2020 – May 2022

  • Building DL models for predicting mechanical properties of alloys

Global Hybrid Electric Car (GHEC) Competition

September 2019 – December 2019

  • Analyzed hybrid systems, modeled and simulated vehicle components, integrated modeling with system identification, and supervised a multidisciplinary team.

Publications

  • A Machine Learning Framework for Discovering HEAs Phase Formation Drivers - Heliyon (2023)
  • Prediction of Phase and Hardness of HEAs - Materials Today Communications (2022)
  • Data-driven Hardness Prediction of AlCoCrFeNiTiCu System of High Entropy Alloys - ASET2022 Conference
  • Comparative Study between ADRC and IMC for Water Level Control - ASET2022 Conference

Interests

  • Running, Hiking, Watching Movies,