Dinesh Daultani completed his PhD from the Tokyo Institute of Technology, Japan in 2024. His PhD focused on narrowing the performance gap across diverse computer vision tasks, bridging the disparity between real-world and pristine/clean images. Previously, he worked at Woven by Toyota as a Data Scientist, where he was part of the autonomous driving team from 2021 to 2022. Furthermore, he worked at Rakuten as a Research Scientist from 2018 to 2021, where he utilized deep learning, machine learning, and reinforcement learning to solve computer vision, finance, cybersecurity, and e-commerce related research problems. He received his Master of Science in Information Systems from the Illinois State University, US in 2015 and his Bachelor of Engineering in computer science from CDGI, Indore (India) in 2010.