My name is Björn, I am a physicist and machine learning engineer. I provide consulting services to biotechs and startups, where I combine modern ML with physics-based computational chemistry tools. Have a look below for some ideas on how I could help, read more about me on About, or get in touch here.
How I can help
Virtual screening & hit identification
Every target is different, so I start by evaluating which computational approach (ligand-based ML, co-folding, physics-based methods, or a combination) is most likely to work for yours. Then I execute this to create a shortlist of virtual hits for the wet lab.
ML platform development
I can help you scope, build and validate machine learning platforms to make the most of the data you are gathering and answer recurring questions like Does this compound bind? Does it permeate membranes?