Projects / Portfolio

Applied ML, decision support, and research-adjacent builds.

Academic and applied work.

Sequential recommendation adaptation methods
April 2026Sequential recommendationPost-deployment adaptation

Lightweight adaptation for sequential recommenders

A study of post-deployment adaptation for SASRec, comparing last-block fine-tuning, context-gated adapters, and prototype steering with a shared evaluation protocol.

SASRecLightweight adaptationRecommender systems
CodeSlides
ElectriFly project interface
May 2023-Apr 2024Machine learningDecision support

ElectriFly - Electric plane data analysis and decision support

A capstone platform for analyzing Pipistrel Velis Electro flight data, optimizing schedules with weather forecasts, and predicting battery consumption in Canadian conditions.

Collaborators: Meenakshi Andoorveedu, Peter Twarecki, Joanna Yang, Vikram Bhatt

AviationOptimization
Management Engineering Design AwardGregory Zhang - e-Zinc Award
SlidesPoster