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Teaching Assistant, CPSC 320: Intermediate Algorithm Design and Analysis

Computer Science Department, University of British Columbia

I lead three weekly tutorial sessions for over two hundred students, where I explain lecture concepts in detail, present challenging problem examples, facilitate student discussions, and work through problem solutions and proofs in detail.

• Greedy Algorithm
• Dynamic Programming
• P vs. NP

Undergrad Researcher (full-time paid), Machine Learning

Statistics Department, University of British Columbia

I lead the Deep Duo Project, focusing uncertainty quantification and robustness methods for deep learning.

• Computer Vision
• Tansfer Learning
• Uncertainty Quantification

Research Assistant, Robotics & HCI

Computer Science Department, University of British Columbia

I lead software development in the happraisal project, developing multithreaded tetherless software for real-time robotics control and data gathering, demoed at Eurohaptics 2024, manuscript in construction.

• Human Computer Interaction
• Robotics Software
• Human Experiment Design

Data Scientist Co-op

Innovation and Technology Lab, Enbridge Inc.

I implemented unsupervised models for real-time energy consumption outlier detection and trained transfer-learned convolutional neural networks to identify undesirable objects in aerial imagery of energy pipelines.

• Computer Vision
• Unsupervised Learning
• Applied ML

Senior Student Mentor

Science Undergraduate Sociaty || UBC

Provide mentees with support on degree planning, Co-op search, and study advice.

Senior Student Mentor (undergrad research focus)

Women in Computer Science || UBC

I guide mentees through undergrad research opportunities, and support them in reaching out to potential research labs.

Course Developer: Computer Vision

GIRLsmarts4Tech || UBC

My team developed an intro workshop for the grade 6-9 girls in Greater Vancouver Area, we're in the refinement & finalization phase and the workshop is expected to be taught in Spring 2025 on UBC Campus:)

Student Mentor

Computer Science Tri-Mentoring || UBC

Provide mentees with support on degree planning, Co-op search, resume refinement, and networking.

Bachelor of Science

University of British Columbia || UBC

Combined Honours, Computer Science and Statistics

UBC Faculty of Science International Student Scholarship

University of British Columbia

$9000 merit-based award, recognition of research potentials, community services, and academic achievements.

Work Learn International Undergraduate Research Awards

University of British Columbia

$6000 award that help subsidize my supervisor hire me for full-time summer research.

Dean's Honour List

University of British Columbia

Recognition of academic excellency for full-time undergraduates.

Dean's Honour List

University of British Columbia

Recognition of academic excellency for full-time undergraduates.

Deep Duo

Deep Duo is a method developed to yield meaningful uncertainty measure through disagreement betwee a larger neural network and a smaller neural network. It builds on the success of Deep Ensemble's strengths in providing calibrated uncertainty measure, take advantage from the growing capabilities and transferabilities of foundation models.

• Uncertainty Quantification
• Ensemble Method
• Deep Learning

Happraisal

Building on established links between touch, emotion and cognition, this project aims to understand the impact of a person’s haptic interaction with an animate, affective, zoomorphic robot on their cognitive reappraisal success.

• Real-time System Design
• Human-Robot Interaction