Shayan Mortazavi

Shayan Mortazavi, data science manager at Accenture, dives into innovative predictive maintenance strategies tailored for heavy industries. He discusses a deep learning framework aimed at preventing equipment failures in oil and gas sectors. The conversation highlights the transition from traditional maintenance to advanced machine learning techniques, detailing the challenges of utilizing LSTMs for anomaly detection and the importance of human labeling in model building. Shayan emphasizes the integration of sensory data to optimize machine health monitoring and improve predictive accuracy.