ML x Bio things I am excited about:

• Generating enzymes for novel chemistry
• Enzyme search
• Condensate biology
• Disordered proteins
• Diffusion models and flow matching for protein design
• Modeling metabolic networks
• Non-canonical amino acids
• Experimental validation of ML x Bio models
• Using MD and DFT to generate data for ML
• AI Scientists (e.g. LLM agents for science)

Other things I like:

• Entrepreneurship
• Coffee
• Molecular cooking
• AI for the law
• Productivity software
• Hiking
• Beautiful software / delightful products