Work

All Projects

ML research, embedded systems, and full-stack applications.

2026Featured

Skiing IMU Data Analysis

Building a custom skiing motion sensor and analysis pipeline from scratch

Embedded & HardwareML ResearchPythonSignal Processing+4

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.

ML ResearchPyTorchFoundation ModelsContrastive Learning+4

2025Featured

Blooming Beats

Personalized, explainable music recommender built on ten years of Spotify history

Data VizPublished WorkReactD3+2

2024Featured

RDF Movie Recommendation Bot

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

NLPPythonSPARQLRDF+1

2024

Webshop

Serverless e-commerce on Localstack with AWS Lambda, API Gateway, and DynamoDB

Full-StackPythonAWS LambdaDynamoDB+2

2024

Network Science Research

Exploring complex networks and their applications

ML ResearchPythonNetwork AnalysisGraph Theory

2023

Meme It

Real-time multiplayer meme game with voting, leaderboards, and live chat

Full-StackReactSpring BootJava+1

2022

UZH Options

DeFi options market on a testnet with a self-hosted Chainlink oracle for real-world price feeds

Full-StackSolidityReactethers.js+2

2022

Towards Attitude Analysis using NLP and Graph Analytics: A Feasibility Study

Classifying US news outlets as liberal, conservative, or neutral using NLP, benchmarked against GPT-3

NLPPythonTransformersspaCy+2

2022

Project Eros

Locating yourself in the OkCupid population through interactive KNN-based visual analysis

Data VizPythonD3React+3