End-to-end Industrial AI system using Machine Learning and SQL to predict machinery failure. Achieved $88.2M in simulated savings with an 0.81 R² score and a real-time Streamlit dashboard.
mysql python machine-learning random-forest data-engineering predictive-analysis data-science-portfolio time-series-analysis predictive-maintenance industrial-ai roi-analysis streamlit data-strategy nasa-cmapss
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Updated
Jan 10, 2026 - Python