TL;DR: Online forms demand images under a hard limit — "signature under 20 KB," "photo under 50 KB." Most compressors make you upload your file to a server to hit that. I built — it does exact KB targets (10 KB–1 MB), batch, and signature/exam-form presets, all in-browser.
If you're building something similar, the two ideas worth stealing are: treat compression as a binary search over quality, and fall back to a √-ratio dimension shrink when the target is below what quality can reach. That combination is what lets you hit an exact byte budget reliably across wildly different inputs.
Feedback on the compression accuracy or UX is very welcome — that's why I'm posting.
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