Education

• MMath in Computer Science, University of Waterloo (Jan. 2024 - Jan. 2026)
• BSc in Software Engineering, University of New Brunswick (Sept. 2016 - May 2021)

Work experience

• University of Waterloo - Machine Learning Research Assistant (Jan 2024 - Jan 2026)
• Canadian Institute for Cybersecurity - Machine Learning Engineer (Sept. 2021 - Dec. 2023)
• Siemens Canada - Software Developer (May 2020 - Sept. 2021)

Research

• Peer Reviewer - Gold Recognition, Forty-Third International Conference on Machine Learning (ICML 2026)
• Peer Reviewer, Internet of Things; Engineering Cyber Physical Human Systems (2025)
• Peer Reviewer, The 27th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2024)
• Personally identifiable information detection in smart edge computing: A robust model evaluation (Knowledge-Based Systems)
• Area in circle: A novel evaluation metric for object detection (Knowledge-Based Systems)
• A Survey on Deep Learning in Edge-Cloud Collaboration: Model Partitioning, Privacy Preservation, and Prospects (Knowledge-Based Systems)
• Towards Privacy-Preserving Split Learning: Destabilizing Adversarial Inference and Reconstruction Attacks in the Cloud (Internet of Things)

Recognitions

• ICML Gold Reviewer Award (International Conference on Machine Learning, 2026)
• Registered Engineer in Training (EIT)
• Graduate Excellence Award in Computer Science (University of Waterloo, 2024)
• Math Domestic Graduate Student Award (University of Waterloo, 2024)
• David MacNeil Prize for the senior engineering capstone design project (University of New Brunswick, 2021)
• Dean’s List for the faculties of Engineering and Computer Science (University of New Brunswick, 2018-2021)