I like Machine Learning (ML) applications for Bioscience and Engineering. ML is what I have been doing since 2018. Prior to that, I worked MANY years for various Companies as an R&D Engineer, Application Engineer, CAE & HPC Consultant, and Pre-Sales solutions architect. My interests include learning and coding on one side, and evaluating how to found or co-found a business.
AstraZeneca has achieved outstanding results in drug design using large language models applied to SMILES representation of molecules; but what are the steps to understand how this is possible?
In this report, I am going to describe my effort on …
In 2018, while at Supercomputing in Dallas I had a couple key encounters that profoundly influenced my work path ever since:
FIRST. At Nvidia, I saw a presentation about ANI1, to approximate molecules energy …