selected projects
AI-powered tutor. Get a personalised learning plan built around your goals, pace, and gaps — with curated materials, quizzes, and adaptive progress tracking.

A web app that visualizes the geometric dilution of SMOTE oversampling in imbalanced datasets, helping users understand the impact of oversampling on data distribution and model performance.
Built an NLP pipeline for automatic tag recommendation on StackOverflow questions using TF-IDF, word embeddings, and multi-label classification models.

A design tool that intelligently resurfaces saved resources at contextually relevant moments, helping designers build visual taste through pattern recognition.
research
Under Review, Springer Book Proceedings.
Presented at SCRIS 2026.
Presented at SCRIS 2026.