Categorize Free-Text Bank Transaction Descriptions Using BERT

I built myself an Expense Tracking Tool

Expense by Category. Chart by author

The Situation

I purchased a property towards the end of calendar year 2022 with a mortgage. Given the increase in financial commitments, I wanted to keep a tab on my expenses. It had never occurred to me prior to this point, that I actually had no idea where I…