A small think tank, not a roster.
HandMI Labs runs as a tight, cross-disciplinary team — human product and engineering judgment paired with machine intelligence tooling. Rather than a list of names and titles, here's what the team collectively brings to every project.
What the team brings to the table
End-to-end product ownership
From concept sketch to shipped product, the team has carried products through the full cycle — not just the parts that are easy to demo.
Cross-functional, cross-cultural leadership
Team with work exposure in Germany, India, Japan and Malaysia — decisions that hold up across engineering, cost, and culture at once.
Manufacturing-grade rigor
Two decades of physical product development instill a habit that carries straight into software: don't ship until it actually works.
Applied MI tooling
Hands-on with modern machine intelligence stacks — RAG pipelines, no-code automation, and everything in between — grounded in real workflows, not demos.
Credentials behind the Team
Two international design patents
One granted, one pending — awarded for innovations in product development.
7 shipped MI projects
From concept to production — RAG assistants, automation tools, and business dashboards, most already in active use.
Want to work with the team?
Open to conversations about MI products, automotive-adjacent MI, or SaaS product partnerships.