Rumman Sadiq

RAG or fine-tuning? The question I get asked most and the answer is almost never "fine-tune."

Quick way to think about it:

→ Your data changes often, or you need the model citing real, current info? Go RAG. Faster to build, cheaper to update, and you're not retraining every time...

This week only: I'm offering a free AI full-stack architecture session — no cost, no catch.

If you've got a product idea but aren't sure how it should actually be built what the stack should look like, where AI fits in, how the pieces connect, I'll map it out with you. You walk...

AI didn't shrink the dev market, it split it into two groups.

One group sees AI as competition. They're still doing everything the slow way, worried a tool is coming for their job.

The other group sees it as leverage. They let AI handle the boilerplate, the scaffolding, the...

𝗘-𝗗𝗼𝘁: Construction Project Management Platform 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄 e-Dot is a web platform where I contributed across the React frontend and Rails backend, with a focus on reliable order workflows and a polished admin experience. 𝗖𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻

-Built the Order...