Work

All Projects

A selection of projects I've built or explored — from ML research to full-stack applications.

2026Featured

Skiing IMU Data Analysis

Building a custom skiing motion sensor and analysis pipeline from scratch

PythonSignal ProcessingEmbedded SystemsMachine Learning+3

2025Featured

Towards Scalable Foundation Models for Sleep EEG and Polysomnography

A multimodal Transformer foundation model pretrained contrastively on ~13,000 PSG subjects across ten cohorts, evaluated on sleep staging and apnea detection.

PyTorchFoundation ModelsContrastive LearningTransformers+4

2024Featured

RDF Movie Recommendation Bot

Natural language movie search over a SPARQL-queryable RDF knowledge graph

PythonSPARQLRDFNLP+1

2023

Sample Web Shop

A lightweight custom webshop built as a practical full-stack side project

ReactNode.jsSupabaseGoogle Cloud+1