Computer Vision & Software Engineer MABRI.VISION GmbH | Aachen, Germany
I specialize in Computer Vision and Deep Learning for industrial automation. My work focuses on building high-performance image processing pipelines and integrating AI into production environments.
- Current Role: Software & Application Engineer at MABRI.VISION GmbH
- Education: B.Sc. Electrical Engineering, Information Technology and Computer Engineering (RWTH Aachen)
- Thesis: Deep Learning pipelines for wound and skin segmentation (Final Grade: 1.0)
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halcon-container A native C extension for MVTec HALCON that introduces production-grade data structures (ArrayList, Set, Stack, Queue). It solves the
$O(N^2)$ overhead of native tuple concatenation, offering up to 400x speedup for large-scale datasets while maintaining thread-safety. -
halcon-knowledge-mcp A unified ingestion pipeline and Model Context Protocol (MCP) server. It crawls local HALCON installations and SDK headers to build a LanceDB vector database, enabling LLMs to perform hybrid semantic searches and generate technically accurate HDevelop code.
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superpixel_labeling_tool A tool designed to accelerate the creation of ground-truth data. By utilizing superpixel segmentation, it significantly reduces the manual effort required for pixel-precise annotation in medical and industrial vision tasks.