01 / Sense
Measure signals that hold up.
How a product measures a person: wearables, cameras, neural signals, behaviour.
Which signals hold up outside the lab?
On court, in a lab, in a startup,
it’s the same question…
What can you really know
about a person from the
signals they give off?
How I think about it
From signal to consequence02 / Infer
Infer the individual’s state.
Turning those signals into a read on someone’s state: tired, focused, stressed. This is where I spend half my time.
How little data does a model need before it can read one person?
03 / Act
Turn insight into business value.
What the product does with that read, and whether anyone pays for it.
Does being right make money?
01 / Writing
All memos ↗Memos
One question a week. A call I can be wrong about.
02 / Building
Explore my experiences ↗Experience
Learning how people think, how products work, and how businesses grow.
Incoming · Summer Product Engineer
Quippy (YC ’26)
Bringing a curiosity about social behaviour into product work.
Previously · Equity Research Intern
Wall Street Oasis
A Spotify investment pitch, from financial forecasts to valuation.
03 / Inquiry
Explore my research ↗Research
Studying how models learn from human signals. Currently preparing a FALCON benchmark submission.
Education
Stanford University
Economics, Computer Science
Upper Canada College
International Baccalaureate