Instructor @ Guelph University

September 2025 - Current

Courses :

• DATA640001 Machine Learning for Sequential Data Processing

• Term: Winter 2026
• Department: Mathematics and Statistics
• Course Description: This course emphasizes machine learning for sequential data processing. It covers common challenges and pre-processing techniques such as text, biological sequences, and time series data.

• UNIV*6080 Computational Thinking for Artificial Intelligence

• Term: Fall 2025
• Department: School of Engineering
• Course Description: Foundations of Artificial Intelligence and Machine Learning – Covered linear algebra, geometry, matrix decompositions, vector calculus, probability, optimization, and data–model integration; built strong mathematical and computational foundation for AI/ML research.