I keep returning to the same question:
What makes someone feel that they can actually do something with their life?
Not imagine it. Not talk about it. Not consume advice about it.
Do something.
A lot of my work has looked different on the surface. I have built a voting platform, worked on an AI-powered learning product, helped automate work inside an investment firm, and now I am building new things of my own. But the thread underneath all of it has been surprisingly consistent.
I care about agency.
I-VOTE taught me that access is not abstract. A student can care about an election and still feel excluded from it if participation is inconvenient, opaque, or designed for someone else. Building a digital voting platform was not only a technical problem. It was a question of whether people felt that their voice could translate into an outcome.
Suapr taught me something similar from another direction. Education is supposed to expand possibility, but a lot of learning systems make people feel behind, passive, or incapable. Scaling a learning product to hundreds of thousands of users made the problem clearer to me: information is not enough. People need momentum. They need feedback. They need a reason to believe that effort will lead somewhere.
Now, working with AI, I see the same tension again.
AI can make people dramatically more capable. It can make a small team move faster, remove repetitive work, and give someone access to skills that used to require years of training or an entire department. That is genuinely exciting.
But capability is not the same as agency.
Giving someone more tools does not automatically give them more direction. In fact, it can do the opposite. When everything becomes possible, it becomes easier to drift. When a system makes decisions for you, it can quietly reduce the part of you that decides what is worth doing in the first place.
That is the distinction I care about.
I do not think the most important technology will be the technology that does the most things for people. I think it will be the technology that helps people see better choices, act with more confidence, and reach opportunities that previously felt inaccessible.
Good technology should not make people smaller inside their own lives.
It should make the next action clearer.
This is also how I think about ambition. People often describe ambition as a personality trait: you either have it or you do not. I do not think that is true. Ambition is shaped by the environments around you. It depends on what you can see, who you know, what examples you have, and whether the world gives you reasons to believe that action can change your position.
Two people can have the same ability and work equally hard, but live inside completely different maps of possibility.
One knows someone who has built a company. One has never met a founder.
One understands how to apply for an opportunity. One does not know that opportunity exists.
One can ask for help without feeling ashamed. One has learned that asking is pointless.
We call a lot of this luck. Sometimes it is luck. But often it is context.
The people around you, the information you encounter, the systems you can access, and the moments when someone lets you into a room all change what you think is possible. They alter the size of the future you can imagine.
That is why I am interested in building things that expand people’s surface area for opportunity.
Not because technology can solve every inequality or remove every constraint. It cannot. But because too many people have more potential than access. Too many people have ability without context. Too many people are waiting to be chosen when the right system, relationship, or piece of information could help them begin.
The work I want to do is not about making people dependent on another platform.
It is about making them more able to act without one.
That is what I mean by agency.
It is the ability to see a path, decide that it matters, and take the first real step toward it.
Everything else I build will probably keep coming back to that.