Recent Computer Science graduate with a strong foundation in Artificial Intelligence, data analysis, and software development.
Proficient in Python, Java, and C++, with practical experience in AI-based coursework and collaborative software projects.
Demonstrated leadership through group project management and interest in applying AI methods to real-world systems.
Eager to contribute to impactful research in smart energy systems, AI applications, and power system optimization.
Overview
3
3
years of professional experience
Work History
Explainable Object Detection With YOLOv8 and SHAP
Independent Research Project
01.2024 - 04.2024
Investigated the integration of Explainable AI (XAI) techniques with YOLOv8 object detection to enhance model interpretability.
Applied SHAP (Shapley Additive Explanations) to visualize feature importance in object detection tasks, using the TACO litter dataset and vehicle plate dataset.
Developed and trained multiple YOLOv8 models for real-time detection; implemented superpixel segmentation and SHAP analysis pipeline.
Evaluated and compared LIME and SHAP performance, concluding SHAP offered more intuitive and detailed insights.
Proposed work using autoencoders to compress SHAP outputs and enhance interpretability for practical applications.
3D Puzzle Solving Game Development
In-course Term Project
09.2023 - 12.2023
Initially developed a 3D puzzle game using Unreal Engine and C++, focusing on environment interaction and character control.
Due to time constraints, pivoted to a 2D puzzle format while retaining core gameplay mechanics.
Designed logic-based puzzle levels and implemented scene transitions to enhance player experience.
Used Jira to manage tasks, track progress, and coordinate with team members throughout the project lifecycle.
Software Architecture Analysis
In-course Term Project (Group Leader)
01.2022 - 04.2022
Performed reflexion analysis and feature enhancement with practical use of Unified Modeling Language on an open-source autonomous driving platform named Apollo. Create detailed architecture reports in the context of extensive software system, with presentations and visual image structure.
As the group leader, I divide the project, assign different working sections to group members, and summarize and complete the report when every part is finished.
ANN Driver Distraction Image Processing
In-course Term Project
09.2021 - 12.2021
Built and trained an inception-based CNN model for driver distraction detection in early coursework.
Education
Bachelor of Computing (Honours) - Computer Science
Queen’s University
Kingston, ON
04-2024
Skills
Python
Java
C, C#
Assembly Language (ISA)
Other Languages: HTML/CSS, Haskell, Prolog, PDDL
Git
Jira
Timeline
Explainable Object Detection With YOLOv8 and SHAP
Independent Research Project
01.2024 - 04.2024
3D Puzzle Solving Game Development
In-course Term Project
09.2023 - 12.2023
Software Architecture Analysis
In-course Term Project (Group Leader)
01.2022 - 04.2022
ANN Driver Distraction Image Processing
In-course Term Project
09.2021 - 12.2021
Bachelor of Computing (Honours) - Computer Science