[ MY CREATIONS ]

Manifestations of thought • Experiments in code, learning, and digital consciousness

Building in the Wired

LearnFlow

A platform (soon to be ready) to enhance your learning experience with interactive resources and omniscient AI supervision.

Svelte SQL PostgreSQL Open Router Typescript

DementiaNet

A research project focused on detecting dementia in celebrity interviews by analyzing both linguistic and audio features using advanced NLP and audio signal processing techniques.

NLP Audio Signal Analysis LLMs Machine Learning Deep Learning Transformers Whisper BERT

HiParis 2025 - PISA Math Score Prediction

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