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I fine-tuned Gemma 4 E2B on a Mac to extract 22 fields from Indian GST invoices — privately, at $0 per call.

Dev.to · angu10 1mo ago

I fine-tuned Gemma 4 E2B on a Mac to extract 22 fields from Indian GST invoices — privately, at $0 per call.

The model isn’t the hard part: the data pipeline I built to teach Gemma 4 E2B to read Indian...

The model looked great on validation until one real invoice broke four assumptions

Dev.to · angu10 2mo ago

The model looked great on validation until one real invoice broke four assumptions

An empirical note on what synthetic invoice data taught a Gemma fine-tune, what it hid, and how one...

Building CloudGuide: A Real-Time AI Assistant for Navigating Google Cloud

Dev.to · angu10 2mo ago

Building CloudGuide: A Real-Time AI Assistant for Navigating Google Cloud

Introduction Cloud platforms are incredibly powerful — but navigating them can be...