The Postdoctoral Fellow will conduct research in decision-focused learning, an emerging paradigm that integrates predictive machine learning models directly with optimization to improve decision-making under uncertainty. The primary research focus will be on developing novel end-to-end methodologies for addressing uncertainty in optimization constraints, particularly in scheduling and production planning applications where robust integrated solutions remain an open research challenge.

The Postdoctoral Fellow will conduct research in decision-focused learning, an emerging paradigm that integrates predictive machine learning models directly with optimization to improve decision-making under uncertainty. The primary research focus will be on developing novel end-to-end methodologies for addressing uncertainty in optimization constraints, particularly in scheduling and production planning applications where robust integrated solutions remain an open research challenge.