SUBJECT #02 - Smart Consumption Monitor
NovaHann
StageSur site4 à 6 moisDate limite : 27 déc. 2025
IoT & Embedded SystemsABAP / RAP Backend DevelopmentMachine Learning (LLM)Web Development / DevOpsData Visualization (Plotly, Power BI)IoT & Embedded Systems
Description
Prototype that measures daily consumption, uploads the data online, and predicts future usage with AI regression.
Tasks:
- Develop the IoT system to measure and upload consumption data (ESP32 + MQTT)
- Build the backend and AI model to predict future usage (FastAPI + Scikit-Learn)
- Create the web dashboard to visualize real-time and predicted data
Technologies/Requirements:
- MQTT, ESP32
- Python (FastAPI), Scikit-Learn
- React, Firebase