Shubham

I spent years moving through the data and AI stack from the ground up. Data engineer first, building the pipelines nobody sees. Then data scientist, asking what the data actually means. Then AI engineer, shipping models into production. Then solutions architect, responsible for how it all holds together at scale.

Somewhere in that path, I realized every system I helped build could optimize for an objective, but none could tell you whether the objective was right. Speed, accuracy and scale were solved. Conscience was not.

Everything that needs automating in this world is either a sequence or a flow, and an agent can perform both. That is the whole thesis behind Navkramik. I am building it as an agentic AI company, starting with one philosophy and one product, with more products to follow from the same foundation.