From Failure Data to Futureproof Design: The Engineer Turning Battery Risks into Predictive Safety | HackerNoon

Engineer Aravind Reddy Boozula reframes battery failure as intelligence. By combining physics-based models with machine learning, he designs battery systems that detect risk early, adapt to real-world conditions, cut downtime by up to 30%, and reduce thermal runaway incidents. His work turns failure data into predictive safety baked directly into modern energy infrastructure.