Aishwarya’s research interests encompass the development of robust and reliable deep learning models, with a particular focus on uncertainty quantification and multimodal learning. During her Ph.D., she developed methods for applying deep learning to ecological data, including techniques for quantifying uncertainty. She is currently a postdoctoral researcher under Prof. Joachim Denzler at the Computer Vision Group at Friedrich Schiller University Jena. Her current work focuses on developing uncertainty quantification methods and exploring multimodal learning to improve the reliability and interpretability of deep learning models in various applications.