Projects and Case Studies
Starting point, solution, and business impact: selected projects from AI, automation, and web development
Web Design for Businesses
Design and development of modern, professional websites for businesses, exemplified by a website for a construction company (Bauunternehmen) in Germany, including responsive layout, service presentation and contact/lead generation.
Digital Production & Contract Management System
Custom digital system built for cultural institutions such as orchestras and ensembles, among others the Saxon Wind Philharmonic (Sächsische Bläserphilharmonie), that centralizes production data and automatically generates legally compliant artist contracts from structured information, demonstrating end-to-end software engineering and workflow automation.
Agentic AI Services
Intelligent agentic AI systems for businesses that combine RAG pipelines, process automation and digitalization to reduce repetitive manual work and free up valuable workforce capacity.
Anomaly Detection for Camera Based Object Detection
Developed an Anomaly Detection model based on state-of-the-art architectures for detecting anomalies within the company-owned object detection system.
Identifying systematic influencing factors on image-based detection rates
Validation of camera-based perception systems by identifying systematic influencing factors on image-based detection rates, including algorithm implementation and data preprocessing
Medical Imaging Analysis
Developed a deep learning-based AI system for 3D segmentation and classification of pancreatic tumors using architectures like 3D U-Net, including preprocessing, model training, and validation of medical imaging data.
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