About

Product manager with an engineering background, based in Singapore. I lead AI agent products at Voltade, where I define what agents should do, how to measure whether they're working, and how to make non-technical teams confident enough to deploy them. I make decisions with incomplete information and stay close enough to implementation to know what's actually possible.

#How I think about AI products

• Sell the work, not the tool. The best AI products deliver finished outcomes, not another interface to manage.
• Redesign around the capability. Most AI features fail because they automate old workflows instead of asking what new workflows the technology makes possible.
• Evaluation is product work. If you can't measure whether your agent is doing the right thing, you haven't finished the product.

#Now

Building AI agent infrastructure at Voltade. We restructured the company around AI — no traditional role boundaries, each person is an agent orchestrator. I write about these ideas on the blog.

Previously: platform engineering at Ninja Van (100M+ events/day), co-founded AfterClass (50K+ users), and built a DTC brand at The Bon Pet.

#Contact

If you want to talk, reach me at pirsquare.yash@gmail.com.

Last updated March 2026