Graduation Project 1 – Pathology Image Classification Using AI

Date:

AI-based pathology image classification using deep learning with a focus on Whole Slide Images.

Compared multiple feature extractors models (KimiaNet, CTransPath, MobileNetV2)

Project 1 image
Deep learning classification model for pathology images.

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CSC343 – Smart Class App

Date:

Designed a system to help students and faculty search and book available classrooms efficiently instead of manual searching

Project 2 image
Smart classroom booking system design.

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CSC462 - Machine Learning Project

Date:

Built and evaluated machine learning models to predict optimal moves in Connect Four.

Evaluated baseline models and advanced ensemble methods to optimize predictive accuracy.

Project 3 image
Model performance evaluation and prediction analysis.

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CSC304 – Research Project

Date:

Studied ethical issues of using robots in healthcare, including privacy, safety, cost, unemployment, and patient consent.

Conducted surveys targeting healthcare providers and patients to understand their perspectives.

Project 4 image
Survey analysis and ethical considerations findings.

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