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Kinza Sheikh
Kinza Sheikh

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Day 1: starting to build an AI that reads invoices for you

Plan so far: FastAPI + MongoDB + React, with an LLM doing the extraction and a confidence-scoring layer flagging anything uncertain for human review.

No code yet, just the architecture today. If you've dealt with manual invoice processing (as a founder, bookkeeper, or freelancer) , what's the most annoying part of it? Want to make sure I'm solving the real pain point, not just the interesting technical one.

buildinpublic #genai #FastAPI #MongoDB #AIengineering #softwaredevelopment #womenwhocode


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