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.
York University logo
Peer Mentor
Mentored 27 physics majors and supported 127 engineering students.
Organized two seminars for 168 students, including “How to Get Into Graduate Programs,” which drew over 100 attendees.
Designed and delivered academic workshops in collaboration with faculty.
Peer Mentor
York UniversityYork University
Aug 2022 - Jul 2023 · 1 yrAug 2022 - Jul 2023 · 1 yr
• Mentored 27 physics majors on academic success and graduate school pathways, coordinated with faculty, and hosted a well-attended seminar on navigating higher education—enhancing student support and honing leadership skills.
• Hosted a seminar on 'How to get into the graduate program', which was attended by over 100+ students.
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%.
