Building Products for
Emerging Markets.

I pair engineering rigor with field research to ship products that solve real problems—designed for users under real pressure. I'm looking for companies/teams that value methodology, data, and shipped outcomes over theory and perfect plans.

Constraint-driven design isn't niche—it's essential. Software built for abundant resources doesn't work in resource-constrained contexts. WEAVE and SafeSignal prove this. When you design for scarcity and friction, you create products that work everywhere. When you design for ideal conditions, you create products that work nowhere.

This isn't about developing markets being "behind." It's about their constraints being the design requirement that makes products actually useful.

Today, emerging markets face operational problems that existing software doesn't solve:

These problems aren't isolated. They're symptoms of a larger gap: emerging markets lack operating infrastructure designed for their actual constraints. Every solution built assumes ideal conditions. None of those assumptions hold.

WEAVE and SafeSignal prove the methodology works:

• Research users under real constraints (interview, observe, don't assume)
• Quantify every assumption with data (not vibes)
• Ship fast to learn (not months of planning)
• Measure what matters (retention, real usage, problem-solving)

This isn't theory. It's a method that ships. And it scales across problems and contexts.

In time, I want to lead teams and companies building operating systems for emerging markets. Not one product. A stack of products, all designed with the same principle: constraint-driven design.

The thesis is simple: a billion users can't operate without this infrastructure. They're building workarounds with spreadsheets and manual processes because nothing else exists. The opportunity is to build what they actually need.

WEAVE and SafeSignal are proof that this methodology works. The next step is scale—across problems, across regions, across use cases.