Leak detection from vibration
Experiment: an accelerometer and a tiny on-device model to spot a leak on a pipe.
- Concept
- AI
- Embedded
Voice assistant in local languages
Hackathon prototype: written alerts translated, then read aloud in a local language.
- Prototype
- Hackathon
- AI
- Voice
- Role
- AI pipeline and prompts
- Year
- 2025
Context
Fictional project. Official alerts are issued in writing, in French.
Solution
Translation by a language model, rule-based review, then speech synthesis.
Technical sheet
| Feature | Value |
|---|---|
| Model | Language model via API |
| Speech synthesis | Fine-tuned open model |
| Delivery | Voice message and local radio |
Stack
- Python
- PyTorch
- Prompt engineering