I’m Nirmal, a Data Science Project Lead with a background in machine learning, predictive maintenance, and digital transformation. I have over 6 years of experience spanning manufacturing optimization, automation, and AI solution delivery across industries like semiconductors and marine engineering. Currently, I lead a cross-functional team of data scientists, software developers, and analysts to build AI-driven solutions for fault detection, failure prediction, and operational reliability. My passion lies in bridging the gap between technical innovation and real-world business value through data. Outside of work, I enjoy exploring new technologies, investment strategies, and real-world use cases where AI can make processes smarter and more efficient.