Storing compressed alphanumeric string in QR Code

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I'm working on storing a JSON snippet onto a type 31 QR Code so that I can scan it with a smartphone and parse the JSON.

I'm running into a few challenges..

A type 31 QR Code is the "densest" (for lack of better words) code that I can get my Android device to reliably scan. This can store 2677 Alphanumeric characters factoring in 7% error correction.

What are my options for compressing my optimized/minified JSON object and encoding a QR code with it? Conceivably, how much more data can I store? Or am I even barking up the right tree?

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