~/work
Every project here answers the same question: what makes people better together than alone?
01 / projects
The problem: studying is solitary by default, and motivation is treated as a personal failing instead of a design flaw. People don't lack tools — they lack someone expecting them to show up.
The product: book a study session the way you'd book a court — a real time, a real place, matched with people who share your course or your goal. The booked commitment is the engine: a person is waiting for you.
The insight: community volunteering had been reduced to hours and signatures — something to finish rather than value. The first version solved logistics: matching volunteers to opportunities. It worked. It also missed the point.
The pivot: mentors pushed us to see that access wasn't the real problem — volunteers didn't feel connected to the people they served. So we redesigned Hestia around listening: volunteering begins with the community's own voices — their needs, in their words — before anyone signs up.
Three years in MEET — an MIT-affiliated program combining a serious computer science curriculum with entrepreneurship, taught in English by MIT-affiliated instructors.
Then I went back on the other side of the room: as a CS teaching assistant — running labs, explaining concepts, and debugging the next cohort's first real code. Teaching something is the fastest way to find out whether you actually understand it.
02 / operating theses
AI will reshape how people learn before it reshapes anything else — and the builders who understand learning will build the layer everyone else uses.
Accountability is a product surface. People don't lack information or tools; they lack someone expecting them to show up. Software can be that someone's scheduler.
Technology should start with listening. The best products I've worked on began by understanding people — not by shipping features at them.
03 / in the lab
A self-designed program to go deep on machine learning alongside coursework — because staying ahead of this field is not optional for what I want to build.
A running pipeline of captured ideas, each one stress-tested before it earns code. The bar for building is high; the bar for writing an idea down is zero.
If you're building something in learning, accountability, or community — and want a collaborator who ships — the network is open.