Projects
Research, tools, and applied systems. Built to answer a question, shipped to be used.
A learning platform in development, with interactive resources and AI-supported guidance.
Svelte SQL PostgreSQL Open Router Typescript
A research project that studies dementia detection in interviews through linguistic and audio features.
NLP Audio Signal Analysis LLMs Machine Learning Deep Learning Transformers Whisper BERT
A 48-hour hackathon project predicting PISA Math Scores from 1.17M student records. Features a two-stage architecture (classifier + regressor) using CatBoost, achieving R² = 0.78 and 3rd place. Explored kernel methods, ensemble strategies, and tackled compute limitations.
CatBoost Python Scikit-learn Pandas Machine Learning Feature Engineering