Build and maintain molecular dynamics (MD) and DFT workflows that translate chemical and physical modification strategies into robust data pipelines
Design and implement evaluation frameworks for computational models, defining metrics that capture generalisation, robustness, uncertainty, and experimental relevance, and assessing trade-offs between accuracy, data efficiency, and usability
