Kumaresh Bhuyan

Head of Programme & Operations

Jul 20, 2026

About

With over a Decade of Experience in Programme Delivery, Engineering Management and Operations, Kumaresh leads delivery excellence across AI, SaaS, and enterprise technology initiatives. He is focused on Transforming Ambitious Ideas into Reliable, Production-ready Solutions through disciplined execution, strong stakeholder alignment, and high-performing teams. He believes trust is earned through consistent delivery.

Overview

https://www.linkedin.com/in/kumareshbhuyan/

Posts (1)

Jul 31, 2026 ∙ 6 min

Getting AI to Production: Why the Hardest Step Is Deciding Not to Build

Convincing demos are easy. Useful systems are rare. The difference is rarely the model. It is the nerve to kill the wrong idea before you build it, and the discipline to carry the right one into production. A product we worked on set out to solve a real problem, rewarding people for the exact value their training data adds. On paper it did almost everything right. Contributors uploaded private or synthetic data. The system logged each contribution's provenance on a blockchain, fine-tuned a...