I am an experienced data scientist with a background in R&D and a particular interest in Natural Language Processing. I aim to enable clients to innovate.
CloudNC wanted to be able to predict the best settings for machine tools in a variety of use cases. I analysed a data set based on tool data sheets to identify the most important variables affecting these settinhgs, their correlations with each other, and the functional form of the relationships. I then built and trained Bayesian models using PyMC to predict the optimal settings