Hello, I’m Parag Panchal 🤝🏼

A journey in product management, IoT and AI


Two decades in engineering gives you a particular way of seeing problems. I’ve spent most of that time building control systems and IoT solutions across energy, manufacturing and infrastructure.

Now I’m focused on the intersection of product management and deep tech — software for battery energy storage systems (BESS), renewable energy and industrial IoT.

This blog is where I document what I learn. I write about:

  • Product management for software in technical and safety-critical domains
  • AI and machine learning applied to real engineering problems
  • Time series forecasting for energy and industrial data
  • Industrial IoT (IIoT) — the stack, the protocols, and the product decisions that matter

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

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