Work across computer vision, high-performance systems, cloud infrastructure, and sustainable computing.
2024 · University of Groningen, Advanced OOP
Multi-threaded stock-market simulator with 25 autonomous trading bots and a React dashboard, built around classic OOP design patterns.
Sep 2025 – Present · ETH Zürich, Photogrammetry & Remote Sensing Lab
Estimate absolute building heights from a single aerial RGB image, using latent diffusion with learned scale heads.
In progress · 2026 · ETH Zürich, HILTI collaboration
Instance segmentation of architectural components in 360° equirectangular video from active construction sites.
Feb 2025 – Jun 2025 · ETH Zürich, Advanced Computing Lab
Hand-optimised C99 + AVX2 implementation of geometric-algebra neural-network layers, benchmarked to a roofline and bit-perfect against the reference PyTorch implementation of Clifford Neural Networks.
Feb 2025 – Jun 2025 · ETH Zürich, Systems Group (Cloud Computing Architecture course)
Dynamic CPU-allocation controller for Kubernetes that holds memcached's tail-latency SLO while running PARSEC batch jobs on freed cores.
2025 · ETH Zürich, Mixed Reality course
Object-level multi-session change detection on Meta Quest: capture a room, revisit it, and identify which objects moved, vanished, or appeared.
Oct 2023 – Aug 2024 · University of Groningen
Full-stack dashboard estimating and forecasting the carbon footprint of computational workloads across European regions.
