Gourav Kumar on Building the Tools Other Builders Rely On at Tredence
Where I Started
I’m a Manager in the Studio team at Tredence, and most of what I do comes down to one question: what are we building, and why? I build GenAI platforms, the kind other teams use to move fast, and the further I’ve gone, the more I’ve learned that the best engineering answers always start with the business problem, not the code.
I started in backend development, working on Atom. It was solid, foundational work, and it taught me how systems hold together under the hood. But slowly I moved toward something that pulled at me more: building GenAI applications, end to end, from early prototyping all the way through to deployment.
One application became several. And somewhere in there, without really setting out to, I started leading, owning multiple projects and guiding application development across them. The shift from “engineer who builds” to “person who leads the building” happened gradually, through the work itself, which is the way I think those shifts should happen.
The Moment That Mattered
My proudest win has two parts, and both are about platforms other people depend on. The first was making our GenAI platform, IRIS, scalable while it was still in its early stage, the point where the decisions you make either set you up to grow or quietly cap how far you can go. The second was taking RAPID, our rapid prototyping platform, from nothing to live, built from scratch.
What makes these meaningful isn’t just that they shipped. It’s that they’re force multipliers. When a platform like IRIS or RAPID works well, every team building on top of it moves faster. Getting that foundation right, early and from zero, is the kind of work I’ll always be proud of.
A complex problem doesn’t always need a complex solution. The real skill is finding the simple one hiding inside it.
Who Made It Possible
I’ve been shaped by a lot of good people. Early on, working under Abhishek Kumar and Chinmaya Jena changed how I think, not just from a backend perspective, but at the whole-application level and from the business user’s point of view: what are we building, and why? They taught me that a complex problem can often have a surprisingly simple solution.
When I started with GenAI applications, Santosh Sawant guided me through building my first one. And when it came time to build RAPID, I was back under Abhishek’s umbrella, this time with the guidance of Soumendra Mohanty, Pavan Nanjundaiah, and Rachit Gupta. Each of them, in their own way, pushed me to think bigger than the code in front of me.
What I’m Building Now
Right now I’m focused on making our GenAI platforms sharper and more scalable, so the teams building on them can prototype and ship faster than ever. The goal hasn’t changed since my backend days: build the simplest thing that solves the real problem, and build it well enough that others can stand on it.
Build Tools Other Builders Rely On.
Tredence works at the intersection of deep domain expertise and cutting-edge AI, building the platforms that let teams move from idea to production fast. If you want to build tools that other builders rely on, we’re hiring.