ML

Phaemos: Building a Predictive Maintenance Platform from Firmware to Dashboard

How I am building Phaemos - a full-stack predictive maintenance platform with four hardware nodes (ESP32, STM32 Black Pill, Arduino Nano, Raspberry Pi Pico 2W), 11 sensors, a FastAPI backend, Isolation Forest ML and a live Next.js dashboard.

Learning Business Analytics: From Probability to Machine Learning

Notes from working through a structured executive education business analytics course, covering probability, statistics, Python, descriptive analytics, predictive ML and prescriptive optimisation.