B.Tech Computer Science · Vellore Institute of Technology · Class of 2026
Google GenAI Exchange Hackathon Winner
The tools I can't stop thinking about share one property: they make you feel something before they explain themselves. The interface communicates intent. The system has a point of view. The experience is inseparable from the function.
Most software solves the problem and calls it done. I want the version that also makes you go — oh, this was built by someone who actually thought about this.
That means different things depending on what I'm building:
| If it's an agent system | It shouldn't just work — it should be legible. You should be able to watch it think. State transitions, memory writes, tool calls — LangGraph makes the architecture the product. |
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| If it's an ML model | The loss curve is aesthetic. Watching a model learn to separate signal from noise is one of the most satisfying things I know. I care about what the architecture is doing at every layer, not just the final metric. |
| If it's an interface | The terminal is enough canvas. Dense information, monospace type, a palette that doesn't apologize — if it looks like a cockpit, it probably works like one. |
| If it's a backend | It should be invisible in the right way. No drama, no surprises, fast enough that the frontend never has to apologize for it. MCP protocol, FastAPI — tools that stay out of the way. |
The constraint I keep coming back to: a beautiful thing that doesn't solve the problem is art. A solution that's ugly is a missed opportunity. I want both, every time.
I have a condition. It starts with one question — why does attention scale like this? — and three hours later I'm reading a 1976 paper on Byzantine fault tolerance wondering if distributed consensus has anything useful to say about multi-agent routing. (It does.)
Some rabbit holes I've genuinely gone down: why transformers work when the theoretical guarantees are so weak · whether human memory consolidation during sleep maps to agent memory architectures · what makes a color palette actually good · the geometry of high-dimensional vector spaces and why cosine similarity is weirder than it looks.
"The test of a first-rate intelligence is the ability to hold two opposed ideas in mind at the same time and still retain the ability to function." — F. Scott Fitzgerald, unknowingly describing debugging at 2am.
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