
Engineered a real-time infrastructure autoscaling engine that transitions from reactive to predictive scaling using custom Machine Learning. Implemented an OLS Linear Regression model from scratch in JavaScript to forecast CPU load and evaluate prediction confidence. Developed a full-stack real-time dashboard utilizing Web Sockets for 5-second telemetry updates, featuring glass morphism UI and role-based authentication.
REACT.JSNODE.JSMLWEBSOCKETS





