Varsha Venugopal is a data scientist at ZEISS, where she investigates how machine learning can solve tough manufacturing challenges. Her work frequently spotlights Root Cause Analysis, helping teams figure out why machine breakdowns and defects occur in intricate process chains.
Because traditional methods struggle with massive data volumes, Varsha relies on Explainable AI and causal discovery techniques. She plots out genuine causal paths rather than just statistical associations. By making models more transparent, she helps industrial practitioners optimize decision-making and fix systemic errors.
