The question of how structure leads to function is ingrained into almost everything around us. There's something beautiful about how the most complex machinery in the world is small and how complex systems through a rudimentary force of selection and iteration have allowed for our collective technical prowess. This aligns well with my current interests, primarily focused on launching products in different fields in biotech by bringing automation and industrial methodologies to deep-technical niches in the space.
To achieve my ambitions, I will be working on three main problems for the next five years:
1) Using ML to design RNA-based immunotherapies with a focus on scaling and personalization
2) Improving the cancer drug discovery process with ML-based techniques by identifying off-target effects and biomarker discovery.
3) Genome and protein mapping of the brain to get higher resolution data on connections + communication pathways.
Check out some of my projects in biotech.