Smart water leak detection
My engineering thesis: a low-cost vibration sensor on the pipe, a LoRaWAN link and a neural network that recognizes the signature of a leak.
- Prototype
- AI
- IoT
- Embedded
- Web
ID document reading API
An API that extracts the information from an ID card and verifies the face of its holder, used by HE Systems in one of its projects.
- In production
- Client project
- AI
- Vision
- Web
- Client
- HE Systems
- Role
- Design and development.
- Year
- 2025
Context
Work carried out for HE Systems, which integrated this API into one of its projects.
Solution
The API receives a photo of an ID document, extracts its text using optical character recognition, and compares the face on the document with that of its holder.
Face detection relies on YOLOv8, comparison on the face_recognition library, and a Google generative model analyzes the document. The API is documented with Swagger.
Technical sheet
| Feature | Value |
|---|---|
| API | Django REST Framework, Swagger documentation |
| Faces | YOLOv8 (ultralytics), face_recognition |
| Documents | Pillow, PyMuPDF, Google Generative AI |
Stack
- Python
- Django
- Intelligence artificielle
Links
Related projects
Website and administration platform for SB Votre Goûter
Project led as project manager: online ordering website and administration platform for a fast-food chain, delivered in 40 days by a team of four.
- In production
- Project management
- Web
Weather and agricultural alerts in local languages
Idea ranked first at the IndabaX Benin 2026 hackathon: translating weather and agricultural bulletins into Fon, Bariba or Dendi and broadcasting them as audio.
- Concept
- AI
- Voice
Let’s talk about your project
Available for new assignments. Currently in Ghana, working remotely.