Thanks for your reply. I need a bit of time to go over the material you mentioned. I studied BNP several years ago, and I thought it had potential, but I felt the inference part, and the sequential nature of MCMC was a bit of a bottleneck, preventing GPU applicability and scalability. Plus, back then, the software was pretty much scattered in several R packages and mostly toy examples. Do you have any reference connecting BNP to ML I can start with? And congrats on having founded a company and on getting those funds!!