Lohith
Konathala

Lohith is a first-year PhD student in the DUCK Lab at Imperial College London, supervised by Dr. Eleonora Giunchiglia. He holds an MEng in Information & Computer Engineering from the University of Cambridge and, prior to his PhD studies, worked on low-latency speech-language models for speech synthesis at a venture-backed startup. His current research focuses on the application of Neurosymbolic AI in Financial Markets, including constrained reinforcement learning for dynamic portfolio construction and efficient constraint enforcement over categorical variables with applications in foundation models for automated trading.