This repository contains our VXP2 Prototype 1.0A for IISc FSID/STEM Technical Assessment. A research-grade implementation of Physics-Informed predictive health monitoring. Developed for IISc, this prototype utilizes Random Forest architectures to translate NASA CMAPSS telemetry into verified engine safety clearance protocols.