Hi! I’m Shambhavi Mishra, a PhD student at École de technologie supérieure (ÉTS), where I work under the guidance of Prof. Jose Dolz and Prof. Marco Pedersoli. My research focuses on advancing Foundation Models for label-scarce learning, with a particular emphasis on improving model reliability, calibration, and adaptation to make AI more robust in real-world scenarios. As a Visiting Researcher at ServiceNow Research - Foundation Models Lab, I work on enhancing Mixture of Experts (MoEs), SSM/Transformer hybrids, and designing novel model architectures to push the boundaries of large-scale AI systems.