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Shoaib.

Writing & Notes

Occasional posts on architecture, ERP systems and putting machine learning into production.

•6 min read

Scaling background jobs in Rails without losing your weekend

Queue design, idempotency and retry strategy — the three decisions that determine whether your background workers stay boring.

Ruby on RailsArchitecture
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•5 min read

What I learned customising ERPNext for real operations teams

Custom apps over core edits, and why the hardest part of an ERP rollout is rarely the code.

ERPNextPython
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•7 min read

Getting a computer vision model into production

A model that scores well offline is maybe a third of the work. Here is what the other two thirds look like.

Machine LearningComputer Vision
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