Tobi

Hi, I'm Tobi. Welcome to my corner of the web. Im currently exploring computational frontiers at the intersection of machine learning systems and structural biology.

Interested in the capacity for AI architectures to engage in self organisation and collective behaviours. I believe the immune system, and stem cell differentiation pathways to be perfect examples for the capacity for intra-system signalling and regulation in complex architectures. Building a neural network which mirrors the differentiation pathways of haematopoietic stem cells branching layers in the latent space at "causal pivot genes" with SCMs, DAGs, and Pearl(do) calculus.

Another of my interests is the history of knowledge, and its acquisition, development, criticism and maintenance. I’m inspired by how individuals have applied novel approaches to reach solutions to challenges deemed impossible by their generations, and appreciate the capacity for institutions to promote cultures which make this possible Policy, advocacy and social good innovation is another area that is of great interest to me. I have always had a greater appreciation for things that have an impact on the macrolevel, even if their complexity lies within the micro. I see this capacity to elicit meaningful paradigm shifting change through policy development, discursive advocacy and by changing the capacity for us to interact with our world through science.