Engineering · AI · Leadership

Hello, I’m Parmpreet Singh.

I lead engineering at Arbitr. My work spans machine translation, AI agents, and the teams that turn ideas into useful products.

I write about what we learn along the way: the decisions, the trade-offs, and the work of building things people can rely on.

A little about me

A few things I’ve worked on

Arbitr
Platform foundations and engineering leadership, from early architecture through delivery.
Tiri
Data pipelines and model evaluation for translation models.

From my notebook

Radical simplicity and staying focused
Keeping scope clear when an AI agent can always suggest one more thing to build.
Five things I’ve learned about being a great engineer in the AI era
Practical reflections on the judgement and skills I keep sharpening as the tools change.