Jev expense tracker
Self-hosted bank statement classifier: drop a PDF in the web UI or Telegram bot, Jev categorizes transactions, asks on low-confidence rows, and returns year-to-date Excel.
Udit Takkar (@UditCodes) built a bank statement classifier and expense tracker on TypeSafe Jev.
Drop a statement PDF into a local web UI, or forward it to a Telegram bot on your own machine or VM. Jev categorizes every transaction, asks about the few it is unsure of, and sends back a year-to-date Excel.
It learns from one-tap corrections: e.g. relabel "POS AWS EMEA SARL" once and the next month AWS is filed before the model runs. No cloud upload, no bank login, no account aggregator — PDF, bot, spreadsheet.
A GitHub link was posted in the thread; the repo was not public at ingest time. Source is the X demo.