Undergraduate Research Assistant, Data Mining Lab,
YU (September 2023 – Present)
- Focused on a project on trajectory-user linking (TUL) using deep learning models, addressing challenges
like data sparsity
and model skewness under the guidance of Prof. Manos Papagelis. Developed a novel approach using regular
tessellation in
hexagons to enhance data representation and generalization.
-
Tested Large Language Models for TUL, conducting extensive performance comparisons with existing
baseline methods.
- Awarded: Lassonde Undergraduate Research Award (LURA) for exceptional potential in the field of AI and
Data Mining.
Machine Learning Summer Researcher, E-AM Lab, YU (May 2023 – August 2023)
-
Implemented and fine-tuned advanced machine-learning algorithms to predict the properties of
laser-induced graphene.
- the transformation of polymer molecular structures into analytical data using Google BERT models under
the
guidance of Prof. Gerd Grau, Prof. Dazhong Wu.
- Awarded: Natural Sciences and Engineering Research Council of Canada (NSERC) undergraduate research
award. Showcased
research via a poster presentation at a Lassonde Summer Research conference and received media
attention.(Video, Poster)
Undergraduate Student Instructor
Composed and produced my own classroom material
explaining various complex concepts in detailed yet
easy to understand.
> Tutored 17 university students in physics and math.
> 73% of students tutored by me got A/A+ grades.
Bethune College Council Website
Link
Website Developer
Many roles and duties were performed, like completing the makeover of the college website.
> Updated and maintained the College Weebly and
retail Shopify Website.
> Worked as part of a 13-person team increasing
purchases by 25%.
