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Bank Statement Parser

A Laravel web app that parses bank statements and auto-categorizes transactions using a locally hosted LLM.

category: technical · tags: Laravel, MySQL, Ollama, qwen2.5, AI


A Laravel + MySQL web application for parsing bank statements and categorizing transactions automatically. Categorization runs through a locally hosted LLM (Ollama, running qwen2.5) rather than a third-party API — keeping financial data on infrastructure I control.

TODO: add a generic description of the parsing pipeline, screenshots, and any shareable technical detail (no personal financial data).