Invoice Code Matching Tool

Overview

TF-IDF + cosine similarity matching tool developed for a corporate manager, reducing invoice code lookup time from minutes to seconds. In daily production use since 2024. Zero-installation, single-file application (no IT deployment needed). Sustains match accuracy through a feedback loop that incorporates each accepted or rejected suggestion.