Hey, I'm Aditya.
Product builder at ConveGenius.AI. I've spent six years across consumer, edtech, and impact tech — building, shipping, occasionally writing about what I learn along the way.
Most of my attention these days goes to AI: how products change when models show up as components, where MCP and agentic patterns actually deliver value, and what good product discovery looks like when the underlying tech moves this fast.
I also mentor early-career PMs and consult with founders scoping their first AI features. If any of that's relevant, drop a line.
The arc looks linear in retrospect: edtech to impact tech to consumer to AI. In practice it's been a lot of bouncing around — taking on the role the room needed, picking up the prototype when the prototype needed picking up, writing the doc when the doc needed writing.
The common thread is products that meet people where they are. The current chapter is AI-native product work: what changes when models become a first-class part of the stack, and where I can help PMs and founders navigate that shift without losing the plot.
When I'm not at a screen I'm probably out walking, or in a coffee shop in a city I haven't been to before. The newsletter is the inside view; this site is the outside.
Weekly-ish notes from the notebook.
Short posts on product, AI tooling, and what I learn shipping in public. Honest writing, no formula.
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Six years of shipping.
Products, side projects, and client engagements — small tools and big experiments. Most link straight to GitHub.
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Career chat, mentoring arc, startup consult, or just a quick problem to think through — pick the format that fits.