Engineer · Writer · Meditator
About me
I’m an engineer at core. I like difficult problems where mathematics, software, and the physical world meet.
I like starting from first principles, understanding what a system is really doing, and turning that understanding into something people can use.
My current work is in computational geometry for manufacturing. I build systems that read complex 3D models, recognise the shapes that matter, and understand how a part is meant to be made. The work uses geometry, manufacturing knowledge, and AI to make engineering software more capable and easier to work with.
I’m working toward agentic systems for engineering that understand intent, use specialised tools, remember context, and carry work forward. People set the goal, define the constraints, and make the decisions that need judgment. Software handles more of the coordination and repetitive execution.
Before my current work, I spent more than a decade building software for 3D CAD and visualisation, geometry, real-time computer vision, and WebAR. The work moved between mathematics, software architecture, performance, and product decisions, often under tight hardware constraints.
Across those areas, I have often taken uncertain technical ideas and turned them into products people can rely on. I have defined architectures, built core algorithms, improved performance on constrained hardware, and led work from an early idea into production. I still care about the same things: a clear model of the problem, software fast enough to be useful, and evidence that it works outside a demo.
From a recommendation letter
“Amandeep’s leadership in engineering, optimization, and GPU integration has been critical to Blippar’s ability to compete at this level.”
Other recommendations on LinkedIn →
Outside engineering
I have practised Heartfulness meditation for many years and also train others. Meditation has changed how I listen, make decisions, and work with people.
I write because it makes me slow down and examine what I think I know. This blog is where I keep notes on engineering, learning, philosophy, meditation, and life outside work.
Experience