Projects — chronological
Timeline
As of
—
06.2026
Master's programme — project 2
ARCTA — Automated Radio Communication Transcription & Analysis
An application that turns dialect-heavy fire service and emergency radio traffic into a normalised, standard-German incident log — speech-to-text followed by LLM correction.
→ View details—
present
Project — project lead & requirements engineering
AI Plywood Quality Assistant
Development of a system for automated surface quality inspection — project lead and requirements engineering.
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02.2026
Master's programme — project 1
Feasibility study on ML-based anomaly detection for industrial furnaces
Feasibility study on machine-learning anomaly detection for industrial pusher-type furnaces — a one-class approach on real process data.
Bachelor's thesis — Smart Engineering programme
Automating quality assurance for rental formwork using artificial intelligence
Collection, preparation and annotation of image data of damaged formwork facing, plus training and evaluation of AI models for defect detection.
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07.2025
Bachelor study project 4 — continuation of project 2
Proof of concept: quality detection of used plywood
A concept for collecting data to train an AI that automatically checks the quality of used plywood facing.
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02.2025
Bachelor study project 3
Automation of high-pressure cleaning of element frames: position detection and HMI
Methods for detecting the position of formwork elements in the washing box, requirements for a human-machine interface, and a training video as the output format.
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07.2024
Bachelor study project 2
Proof of concept: quality detection of used plywood
Detecting and classifying surface defects on used plywood facing with AI and image processing — levels of automation, technology selection and prototypes for data collection.
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02.2024
Bachelor study project 1
Discrete event simulation of a formwork element processing line
Analysis of a newly installed cleaning line: recording process data, building and evaluating a simulation to enable improvements and more efficient capacity control.
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05.2021
Diploma thesis — HTBLuVA St. Pölten
Infinity 3D Printer — development of a 3D printer
A belt 3D printer that prints infinitely far in one direction and swaps four extruders fully automatically — for very long prototypes and multi-material parts.