Electrical Engineer

Signal Processing,
Machine Learning &
Embedded Systems.

A small collection of my work and experiences.

Hannes Stählin

Finishing my Master's in Electrical Engineering between ETH Zürich and Stanford. I am interested in applying ML and signal processing to hard sensing and perception problems and implementing them end-to-end.

Talks

During my internship at Ergon Informatik I co-developed evaluation strategies for AI in production.

September 2025 · University of Warwick, UK

From Demos to Dependability: Practical Evaluation Strategies for AI Applications

Talk at RSECon25. Abstract · Recording

September 2025 · School of Management Fribourg

PoC or Prod: What Makes AI Projects Successful?

Show-and-tell session at the EnhanceR Symposium.

Selected Projects

2022 – Present

Swissloop Hyperloop

Engineering

800V / 250A battery system, BMS hardware and embedded software

MOBIUS goes 3D

Google Research & ETH CVG

Monocular 3D object detection via depth-guided transformers

ApRES Ice Layer Analysis

Stanford

Phase signals in the echo-free zone of Antarctic ice

X-ray Inpainting

Medical Imaging

Diffusion-based reconstruction of occluded anatomy in spinal radiographs

Neural Network Playground

Interactive Demo

Train MLP, CNN, ViT, and GPT in-browser — draw digits, generate Shakespeare

Bias Chess

Game

Play against an AI that has a preferred piece