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When Atlassian published a new ToS that left our clients in the cold, I built nucleus over a weekend. Better, lighter, and AI-first.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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just shipped the core of Skillship — an AI-powered LMS built for schools.
One platform, many schools, and one rule that shaped every decision: School A must never see School B's data. Tenant-scoped models, filtered querysets at the base class, UUIDs everywhere.
Four AI features live:
— Career Pilot: personalised career paths for students
— Question generator: chapter PDF in, board-aligned MCQs out
— Adaptive quizzes: difficulty follows actual performance
— Semantic search: teachers ask in plain English, pgvector finds the material
Django + DRF for the LMS core, a separate FastAPI service for all AI work (Gemini + a pgvector RAG pipeline), Next.js 14 on the front. Django brokers every AI call — the AI layer never touches the browser.
The hard part wasn't the AI. It was making multi-tenancy boring enough that no future dev can leak a school's data by accident.
Open for new work — full-stack builds, AI integrations, RAG pipelines, multi-tenant SaaS. Send me a project.
The tenant boundary is where I'd put the first failure test. I'd try to make a user from one school retrieve another school's record before I trusted any of the AI features.
OneVerse AI OS is coming ...under development, will change the original world
Some say AI has come to replace us... and the truth is, some jobs already have disappeared. But in the shadows of this disruption, new opportunities are being born.
Those who stood in the way of the AI wave were swept away; but those who learned to ride it are now more powerful than ever before.
Here is the reality: You cannot fight technology, because technology never stops. The way out isn't fighting AI—it's walking alongside it.
The world is shifting, and you must shift too. You can either be the tool that gets replaced, or the expert who masters the tool.
