Farook Mustafa, Masc, Eit Email & Phone Number

Waterloo, On, Ca

Bolton, Ontario, Canada

Waterloo, Ontario, Canada

• Developed AI models using Python, Scikit-learn, and Keras to predict aging and defects of outdoor high-voltage insulators under variable circumstances.• Improved accuracy of an aging-detection CNN model for high-voltage insulators, achieving up to 95% accuracy, by making it scene-invariant and capable of detecting different insulator types and colors under both indoor and outdoor conditions.• Explored various model architectures, including CNN, recurrent neural networks, and ensemble methods, to construct effective models that worked with diverse data types (images, waves, and text) through multiple preprocessing and feature extraction techniques.• Communicated research findings to project sponsors and academic audiences through technical reports, research papers, and presentations, emphasizing clear and effective communication and collaboration.

Canada

• Assisted in teaching technical labs (power systems and high voltage), tutorials, and office hours for courses with over 200 students.• Proctored exams and graded assignments to provide constructive feedback to students.

Master'S Degree, Electrical And Computer Engineering

My master thesis: Outdoor Insulator Assessment Condition System • Aggregated and analyzed 6 different classes of hydrophobicity evaluation.

Bachelor Of Applied Science - Basc, Electrical And Electronics Engineering, 3.16/4.0

My final year project: The Face & Gender Identification System • Developed a deep learning interface to identify Human faces and classify.

High School Diploma, Engineering Science, 92%