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- Conducted advanced research in digital pathology, AI for histopathological image analysis, and multimodal learning.
- Developed novel architectures combining GNNs, Vision Transformers, and LLMs for clinical applications.
- Published and presented in top-tier venues (IJCNN, IEEE SMC).
- Supervised by Prof. Fakhri Karray. [Funding: $55,000 CAD]
Deep Learning
Digital Pathology
Multimodal AI
Research
Collaboration
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- Winter 2024: MTE 241 – Introduction to Computer Structures and Real-Time Systems
- Spring 2024: MTE 241 – Introduction to Computer Structures and Real-Time Systems
- Fall 2024: ECE 459 – Programming for Performance
- Winter 2025: ECE 222 – Digital Computers
- Assisted in course delivery, grading, and student support.
Teaching
Grading
Programming
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Taught undergraduate courses:
- CSE 1101 Structured Programming
- CSE 1102 Structured Programming Laboratory
- CSE 2113 Computer Architecture
- CSE 4111 Machine Learning
- CSE 4112 Machine Learning Laboratory
- Supervised student projects and mentored undergraduates.
Teaching
Programming
Machine Learning
Student Supervision
Course Development
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Taught undergraduate courses:
- 06131205 Structured Programming
- 06131206 Structured Programming Laboratory
- 07142213 Computer Architecture and Organization
- 05413109 Numerical Methods
- Developed curriculum and provided academic guidance to students.
Teaching
Programming
Assessment
Curriculum Development
