FortressNudge
🏰 Fortress Nudge A privacy-first personal finance agent that turns your bank SMS into smart, contextual money nudges — powered by Gemma 4 running fully on-device.
Core trick
Reads bank SMS on-device and feeds parsed transactions into a local Gemma 4 E2B model through LiteRT-LM, so no data leaves the phone.
Description
🏰 Fortress Nudge
A privacy-first personal finance agent that turns your bank SMS into smart, contextual money nudges — powered by Gemma 4 running fully on-device.
No cloud. No data leaving your phone. No account. Just your SMS inbox and a 2B-parameter model living in your pocket.
README excerpt
<div align="center"> # 🏰 Fortress Nudge **A privacy-first personal finance agent that turns your bank SMS into smart, contextual money nudges — powered by Gemma 4 running fully on-device.** No cloud. No data leaving your phone. No account. Just your SMS inbox and a 2B-parameter model living in your pocket.      </div> --- ## The problem Every UPI payment, salary credit, and EMI hits your phone as an SMS — and then does nothing. Budgeting apps want you to link your bank, upload statements, and ship your transaction history to someone else's server. For most people in India that trade-off (privacy for insight) just isn't worth it, so the SMS pile up and the spending patterns stay invisible. ## The idea **What if the insight came to the data, instead of the data going to the cloud?** Fortress Nudge reads the financial SMS that are *already* on your device, understands them locally, and — when it spots a moment worth acting on — writes you a short, human nudge in Hinglish. The language model that writes those nudges (**Gemma 4 E2B**) runs **entirely on the phone** via Google