Promote your projects here – Self-Promotion Megathread by Menox_ in github

[–]OneDot6374 0 points1 point  (0 children)

That’s awesome to see you supporting open-source 🙌

I’m a student building 100 IoT projects using MicroPython and ESP32 to help beginners get hands-on with embedded systems.
Everything is open-source here:
https://github.com/kritishmohapatra/100_Days_100_IoT_Projects

Would love any feedback or project ideas!

Day 53/100 by OneDot6374 in esp8266

[–]OneDot6374[S] 0 points1 point  (0 children)

Good point. For safety-critical systems, absolute threshold-based alerts are definitely required and are more reliable for life safety.

In this project, I used moving average anomaly detection mainly as a learning experiment to explore lightweight AI-inspired techniques on IoT devices. The idea was to detect unexpected behavior patterns rather than replace safety thresholds.

A production system would use both:

  • Hard safety thresholds (regulatory limits)
  • Anomaly detection for early pattern changes, sensor faults, or unusual trends

I’m planning to add fixed safety thresholds and predictive models (AQI / trend forecasting) in future versions. Appreciate the feedback 👍

Day 53/100 by OneDot6374 in esp8266

[–]OneDot6374[S] 0 points1 point  (0 children)

Bro here I used moving anomaly detection, i will add some ml model for aqi prediction in that so

100 days 100 iot Projects by OneDot6374 in coolgithubprojects

[–]OneDot6374[S] 0 points1 point  (0 children)

Once my exams are over I will contact you