Product Bulb

Switch On Your Product Bulb ..

Prediction: Data Scientists and Machine Learning Engineers will become some of the best AI Product Leaders. As generative AI takes on the heavy lifting of coding, testing, and implementation, the human edge shifts. The competitive frontier is no longer just what we can build technically, but why we should build it, how it fits into systems, and who it truly serves.

The line between human engineers and AI agents is blurring. That makes it even more important for human scientists and engineers to strengthen the skills AI can’t: creativity, system architecture, product strategy, and building authentic human connections with customers.

At the same time, product managers and strategists need to build their AI tech muscle — understanding the foundations of generative AI, learning how agents and systems work, and getting close to the technology driving the next wave of products.

Product Bulb is the meeting ground for both sides:

• A space where data scientists and ML engineers grow into creative product thinkers.
• A space where product folks strengthen their AI and technical depth.

Let’s dive in. The future of AI products needs leaders who can combine technical mastery with human-centered product vision.