Studio Insights & Engineering Notes

Writing down what we build, how we evaluate, and how we teach.

Essays on system architecture, remote internship pedagogy across European timezones, and why disciplined engineering beats theatrical complexity.

Mar 12, 2026 7 min read

How we run remote internships across CET and Pakistan

Overlap hours, written decisions, and why a named mentor matters more than a Slack channel.

Jan 20, 2026 6 min read

A practical outline we give interns so the report is evidence, not a diary of standups.

Nov 4, 2025 5 min read

Why we sell scoped squads and fixed outcomes, not a public hourly rate.

Sep 18, 2025 8 min read

Applied ML internships at Exprosoft start with a frozen eval set, not a Kaggle instinct.