Bridging the gap between historical data and future outcomes through custom-built predictive engines. This section showcases my expertise in developing scalable Machine Learning solutions that automate decision-making and uncover hidden behavioral patterns.
Data Overview
The Industrial AI Predictive Maintenance Dashboard is a high-performance Python application designed to transition manufacturing operations from reactive to proactive maintenance strategies. By leveraging Random Forest Regressors and KMeans Clustering, the system forecasts equipment failure with 95%+ accuracy, significantly reducing unplanned downtime and operational costs.
