Akash Venkateshwaran is a Machine Learning Resident with the Advanced Technology team at Amii. He is currently collaborating with Pratt & Whitney Canada on predictive analytics for aftermarket operations, focusing on advancing demand forecasting and maintenance planning to strengthen supply-chain management. Prior to joining Amii, Akash worked as a Scientific Engineer at the University of British Columbia (UBC) and as a Data Science Intern at IPEX (Aliaxis). He earned his MASc in Mechanical Engineering from UBC, where his thesis research focused on developing a decision-support system for maritime operations.d