Jan von Rickenbach developed and enhanced data validation and post-processing workflows for the ansys/example-data and ansys/pydpf-core repositories using Python and DPF. He built a comprehensive testing suite for shell layer extraction, introducing robust test files that simulate various stress scenarios to ensure extraction accuracy. In ansys/pydpf-core, Jan expanded post-processing capabilities by enabling recognition and analysis of contact mechanics data, including pressure, penetration, and friction stresses. He also delivered a dedicated beam results example file to support beam-related post-processing features. Jan’s work emphasized thorough testing, improved data assets, and deeper validation cycles, contributing to more reliable simulation analysis pipelines.