Projects.
Research and applied projects — from experimental cognition to machine learning on real data.
2026
★Pedestrian Crossing Prediction (Explainable AI)
Short-horizon prediction of pedestrian crossing-corridor entry using real-world trajectory data from Viscando (Gothenburg).
2025
★ASD Classification from fMRI Connectomes
Mini-project comparing SVM (vectorized connectomes) and Graph Convolutional Networks (GCN) for classifying Autism Spectrum Disorder from resting-state fMRI.
2025
★Multivariate Time-Series Anomaly Detection — Jena Climate
LSTM and 1D-CNN autoencoders for spike and drift detection in multivariate sensor data.
2025
Insight Problem Solving & Verbalization
Master's project studying how different verbalization protocols shape insight problem solving.
2024
VR Teachable Agent — Winston Churchill
LLM-powered teachable agent in VR that users teach about Winston Churchill.
2024
Real-time Speech Exchange (RSE) Pilots
Pilot studies probing the inferential model of speech production via auditory feedback manipulation.