Projects
The larger case studies show the full problem, my contribution and what I learned. Earlier projects are kept concise.
I extended AccuStripes into a comparative visual analytics system with three binning methods, three similarity metrics and an evaluation with 19 participants.
Methods
Gaussian, Voronoi and GAI binning
Metrics
SSIM, MS-SSIM and Earth Mover's Distance
Evaluation
Three use cases and 19 participants
NetworkMind combines professional contact data, public web research and LLM-assisted responses to identify and explain relevant people in a network.
I simplified a storage component, reworked selected parts in Rust and automated setup, testing and deployment tasks.
At ViewApp, I worked on route calculation and navigation logic for a vehicle simulation project in Unreal Engine.
Machine learning
A Python project using a convolutional neural network to classify chest X-ray images.
Computer vision
A lightweight computer vision system that monitored facial cues and triggered a drowsiness alert.