[ Est.2006 ]




Adwait M.

About ME

I build things at the intersection of AI and markets. I learn by doing, and I get frustrated when there's talk without action. I believe the best ideas come from collaboration, not isolation. I'm drawn to problems nobody's quite solved yet and the challenge of turning raw ideas into reality. If you're curious about how markets work, how AI changes the game, or just looking to build something meaningful, let's talk.

Why I Build

I believe technology should solve real problems for real people. Not algorithms for their own sake. Not features nobody asked for. Not vanity metrics that look good in pitch decks but don't matter to users.

I got frustrated watching traders lose money because they never validated their strategies. So I built a backtester. I saw students struggling with anxiety and nobody helping them understand their patterns. So I built AntarYatra. I wanted music classifiers that worked. So I trained one.

The metric I care about isn't monthly active users or growth rate. It's impact. Did this actually help someone? Did it solve a problem they cared about? Is it accurate? Does it scale?

I learn by building. I validate by shipping. I succeed when users benefit.

That's why I'm looking for teams and opportunities where we can think long term. Where technical excellence matters. Where we actually care about the people using what we build. Where speed and quality both matter.

Speed

Move fast but don't break things

Quality

Excellence in execution matters

Impact

User outcomes over vanity metrics

FAQ

The questions I get asked most, answered.

Ready to build something?

Let's talk about your project, idea, or opportunity.

Want to learn more?