Muhammed is an AI researcher working on advancing AI to automate scientific discovery. He'll hopefully get his PhD from University of Oxford sometime soon, where he worked on uncertainty quantification in LLMs, data selection for accelerating the training of large models and Bayesian Optimal Experiment Design.