Nico Voigt
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automation data

Automated Receipt to Personal Finance Ledger

End-to-end processing of receipts, from photo capture to structured entries, using OCR and LLMs.

automationocrllmlangchainpersonal-finance

Problem

Manual expense tracking is slow and inconsistent.

Approach

OCR extraction, LLM-based structuring, and automated posting into a finance ledger.

Tooling

GPT-4, Mistral OCR, LangChain for pipeline orchestration.