Hacktoberfest Hack Day Budapest
Come along to Puzl CowOrKing this Halloween to build open-source software, explore AI and hardware, and connect with the local Hungarian dev community.
Ghost Ledger
Snap a receipt, get a household ledger, and keep your finances as invisible as a ghost.
GhostLedger is a privacy-first expense tracker powered by Gemma 4. Take a photo of a receipt and Gemma 4 reads it directly from the image (no separate OCR step). It turns the receipt into structured data — store, date, items, prices, categories, tax and total — and saves it to a local SQLite database or a CSV file.
You choose where the AI runs:
| Mode | Model | API | Where it runs | Best for |
|---|---|---|---|---|
| 📴 Offline | Gemma 4 E2B (gemma4:e2b) |
Ollama API | Your own machine | Poor connectivity, or finances you don’t want to share |
| ☁️ Online | Gemma 4 26B / 31B (gemma-4-26b-a4b-it / gemma-4-31b-it) |
Gemini API | Google’s Gemini API | Higher accuracy, monthly reports and deeper insights |
Both modes use the same Gemma 4 model family, the same prompts and the same output schema. Only the model size and the place it runs change.
Built with
AI tools
Prize Categories Entered
- Submitted
Best Use of Gemma 4
- Submitted

Best Open-Source AI Project
- Event prizeSubmitted
Best Halloween Costume