Ayushmaan - Co-founder & CTO of Pinova
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Ayushmaan

Co-founder & CTO

I build the systems that make Pinova work. The AI engine, the infrastructure, the integrations, the things agents never see but always feel. If a lead gets a response in 47 seconds instead of 4 minutes, that's my job done right.

What most people don't realize about AI in real estate is that sounding smart isn't the hard part. Sounding like the agent is. Our AI doesn't just respond fast. It responds with context, with property knowledge, with the right tone. That took thousands of real conversations to get right.

I hate slow software. If something takes more than a second to load, it's broken. That philosophy runs through every line of code at Pinova.

Focus areas

AI & Machine LearningSystem ArchitecturePerformance EngineeringLead IntelligenceData Infrastructure

Speed isn't a metric we optimize for. It's a design principle. Every millisecond a lead waits is a millisecond closer to calling someone else. Our entire architecture is built around that reality.

Ayushmaan, Pinova

What I'm building toward

AI that knows the property

When a lead asks 'does it have a pool?' our AI doesn't say 'I'll check.' It says 'Yes, it was renovated in 2023 with a heated saltwater system.' That's contextual intelligence, not chatbot scripting.

Zero-latency infrastructure

Every API call, every database query, every AI inference is optimized to shave milliseconds. Because in lead response, the difference between 30 seconds and 3 minutes is the difference between a commission earned and a commission lost.

AI search readiness

In 2026, Google AI Overviews and ChatGPT search are changing how buyers find agents. We're building the infrastructure that makes our agents' websites not just visible, but preferred by AI-powered search.

Engineering principles

01

Ship fast, measure everything

Every feature ships with analytics. If agents don't use it, we kill it.

02

Simplicity at the surface

Complex systems underneath, dead-simple experience on top. Always.

03

Test with real agents

No feature goes live without agent feedback. They know better than we do.

Want to talk tech?

I love nerding out about AI and infrastructure.