At BETA CAE Systems, I designed and ran parametric evaluation studies comparing low- and high-fidelity simulation models. I looked for accuracy gaps and edge-case behavior across varied parameters.
I trained and evaluated regression and classification models in KOMVOS, benchmarking baseline predictions against high-fidelity reference results. I also automated data extraction into standardized CSV datasets and documented comparative findings under strict testing protocols.
For my master's thesis, I co-developed an automated lyophilization cart validation system as part of a two-person team. We validated structural performance against operational safety criteria, and I authored technical specifications.
In analytical projects, I automated and evaluated more than 100 simulation configurations against analytical solutions, and programmed a MATLAB finite element solver whose outputs I cross-validated against commercial simulation benchmarks.
