Building Python tooling to represent and perform material transformations — enabling creation of complex structures in reproducible workflows for simulation and AI/ML. Contributor to open-source Python repositories focused on making the software approachable and ready to run out of the box.

Designed scientific experiments and equipment to run them, analyzed data, proposed solutions, designed industrial equipment and processes, worked on strategy, materials sourcing, supply chain, marketing.