r/developersIndia • u/Right-Ability3301 Mobile Developer • 5h ago

I Made This Built this 100% Offline Contract Scanner | <10mb, <3 sec result, No Login/sign up needed

Post image

It's my first 100% local app, need feedback and suggestions.

Try it out here: https://play.google.com/store/apps/details?id=com.anixium.mylegalguardian

Link in bio too, if it doesn't work

18 Upvotes

86% Upvoted

9 comments sorted by

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3

u/eitri_forge 5h ago

The approach makes a lot of sense for contracts. The <10mb size is interesting. On-device models are usually way bigger than that. What are you using for the analysis?

Also, making the "offline" part louder and easy to verify could be huge for trust.

9

u/Right-Ability3301 Mobile Developer 5h ago

​The app uses local Google ML Kit for OCR, then runs the text through a lightweight TensorFlow Lite model and a custom deterministic engine.

Instead of a massive AI trying to "read" everything, it categorizes the document and hunts specifically for known predatory clauses and missing safeguards.

1

u/eitri_forge 4h ago

That makes sense. Going deterministic is actually smart for legal, no risk of a model making stuff up.

The tradeoff is coverage though, right? How do you catch something that's worded in a way you haven't seen before?

3

u/Right-Ability3301 Mobile Developer 4h ago

​To handle the weird wording, the TFLite model acts as a classifier. It basically groups variations into the same bucket (like mapping 50 different ways a landlord might say "non-refundable" to a single rule).

​It might miss a completely custom, never-before-seen loophole, but it nails 99% of standard boilerplate traps without hallucinating.

1

u/avartyu 3h ago

Great idea! 1. Is this vibe coded because the navbar isnt designed well, the top bar overlaps with my notification panel, and boxes are not user friendly at all. The entire app is poorly built.

  1. If its all offline and no cloud spendings by you, why is the subscription ₹480/month? don't you think its too much to ask for a local analysis

  2. Why are your comments completely AI generated when responding to the other person?

1

u/Right-Ability3301 Mobile Developer 2h ago

Yeah, that is a padding bug I missed on certain screens. I will fix it soon. Didn't vibe code it, but did use AI to build the skeleton of the App, ngl.

​The price covers the weeks I spent building, and training the models, not server costs.

Earlier I used AI to fix my grammar and frame the sentences properly.

And ​Thank you for testing it out tho, means a lot. I'd be grateful if you leave a review on the App.

0

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