Sivam Pillai
AI systems • Manufacturing • Ideas • Musings
Hi, I’m Sivam. I build AI systems that turn industrial data into practical intelligence. Over the past eight years I’ve worked across machine learning, time-series modeling, and data systems, taking ideas from early research through to deployed products used in real environments. I’m particularly interested in technologies that make industry more autonomous, efficient, and energy-aware.
A few starting points
A small sampler from across the site — one project, one essay, one creative, and one quote.
Project
Industrial Pump Health Monitoring
Using vibration and energy signals to predict failures before they happen.
Essay
Energy Data as Machine Intelligence
Why power and current traces might be the most underrated sensors in a factory.
Creative
Industrial Nightshift
A short poem about machines, light, and the quiet hours.
Quote
Simplicity and quiet confidence
“Simplicity is the ultimate sophistication.”