Why biomedical engineering
I chose biomedical engineering because it sits at the boundary
between understanding how the human body works and designing
systems that can improve care at scale. Growing up, I became
deeply aware of how uneven access to healthcare can be, and
that perspective continues to shape the kind of work I’m drawn
to.
How I think about systems
My background spans both biomedical sciences and artificial
intelligence, and I’m especially interested in how AI can be
responsibly integrated into real clinical workflows. I enjoy
thinking beyond individual models to the full system: data,
constraints, users, and the environment in which a tool is
deployed. Much of my work focuses on screening and decision
support, particularly in settings where resources are limited
and design choices matter.
Outside of work
Outside of research and engineering, I spend my time making art, reading in bursts,
playing indie games, and wandering through cities on foot.
You can find my art on Instagram at @seratonini_.
Currently Reading (May 11th, 2026): Replaceable You (Mary Roach), The Dark Forest (Cixin Liu)
Currently Playing (May 23rd, 2026): Disco Elysium
