Hello, I’m Parag Panchal 🤝🏼

Engineering depth. Product thinking.

I’m an engineer turned product manager with two decades building control systems, IIoT, and energy software. I write about the technical and product decisions that matter in BESS, renewable energy, and industrial IoT.

What I write about:

Product management
For software in technical and safety-critical domains — where the stakes are high and the edge cases are real.
AI and machine learning
Applied to real engineering problems, not hype. Time series forecasting, anomaly detection, and intelligent control.
Time series forecasting
For energy and industrial data — demand prediction, generation forecasting, and operational optimisation.
Industrial IoT
The stack, the protocols, and the product decisions that matter. From field devices to cloud platforms.

If you work in energy software, industrial automation, or technical product management, you’ll find something useful here.

You can also browse my professional resume or learn more about me.

Live as if you were to die tomorrow. Learn as if you were to live forever.
— Mahatma Gandhi