I am a Senior Fellow at the
University of Washington Institute for Protein Design , working for
My research focuses on designing proteins from scratch to help us understand
the determinants of protein structure and advancing our ability to make proteins with
functions not found in nature.
On our latest published work,
we described a set of principles for designing an intricate structural motif, curved sheets, found
in proteins with diverse functions. We analyzed curved sheets in known protein structures and proposed
a number of priciples, which we then tested by making proteins from scratch.
Up-to-date code for generating proteins with curved sheets can be found in this GitHub
My most recent work uses the above principles in a generative algorithm that explores a
wide range of protein structures with the goal of creating custom-tailored scaffolds for
novel functions. In order to widely explore structural space while generating physically
realistic solutions, we refined the algorithm using cycles of design and testing. To measure
the stability of our proteins in real life, we made them inside cells and obtained experimental
data for large numbers of them.
We applied machine learning on these data to find out what features predict well-folded designs.
Feeding that information back into the generative algorithm increased its success rate.
Parallel code for optimizing the multiplex gene assembly method used in this work, based on the
can be found in this GitHub repo.
I majored in Biology in 2012 from the Universidad de Buenos Aires (Argentina). During my undergrad
I spent eight months at Janelia Research Campus,
Loren Looger, where I worked on new
bimolecular tools to follow dopamine-related activity in live brains. I presented this work as my
Licenciatura thesis. Shortly after graduation
I became an advisor
in the 2013 Buenos Aires iGEM team, which won the
gold medal for best mathematical modeling.
In the time between graduation and leaving for grad school, I worked for a year and half in the
designing zinc-finger proteins to regognize specific DNA sequences.
I presented this work in a poster at the
"3er Congreso Argentino de Bioinformatica y Biologia Computacional"
Conference in 2012.