Projects
Papers, presentations, and things I've built.
Clinical Correlates of Low BMD in a Tertiary Care Diagnostic Centre
First author clinical project. Published in Journal of Surgery & Research 2026. Learnt a lot performing multivariable logistic regression in SPSS, R, Python and shadowing orthopaedic surgeries in-person.
Early-Stage Avascular Necrosis of the Femoral Head Treated With and Without PRP Therapy
Second author clinical study on Avascular Necrosis of the Femoral Head. 2x conference presentation. Abstract accepted to Clinical Journal of Sports Medicine.
Comparative Analysis of BMD in relation to Age, Sex, and BMI.
First author clinical study. Published in Journal of Surgery & Research.
Using AI to Predict Total Knee Arthroplasty In Medicaid Patients using Social Determinants of Health
First NIH R01 Funded project. First Author Scoping Review based out of UAlabama's Heersink School of Medicine.
fNIRS CNN-MLP Classifier for Early Onset Alzheimer’s Risk Scoring & Prevention
1st Place in Queen’s Healthcare and Sciences Research Workshops (QHCSRW). Abstract Published in URNCST Journal.
ESG AI Agent (RAG Pipeline)
AI-powered ESG compliance agent using RAG. 62-document corpus with Playwright + Chroma.
TikTok Canada Pitch Presentation
Pitched to executives at Tiktok Canada on our ideas of bridging short & long educational content through improved visibility and organisation. Got to work with the best best team @ TKS Tiktokers🤝
Insightful.ly
AI-powered tool for summarizing academic research built in Cohere. Presented at Hack the North @ UWaterloo Engineering.
Snakes & Ladders (Python)
Snakes and Ladders game built in Python for Gr11 Intro to CS Course.🐍
SVM Imaging Model to Detect Trisomy 21 in Non-Invasive Prental Testing
Support vector machine classifier for fetal imaging. ~96.7% accuracy. Made in Grade 9 to win a $500 scholarship. Watch the demo!
