Guest Lecture at FSAD ITS

Delivered a guest lecture on “Applied Machine Learning for Business Value Creation: From Data Science to Real-World Strategy” at the Faculty of Science and Data Analytics, Department of Statistics, ITS. Shared real-world case studies from my work at PT PLN — including MAGNETO, a machine learning–based system that delivered IDR 334 billion in recovered revenue — demonstrating how data science translates into measurable business impact in Indonesia’s energy sector.

Topics covered: supervised learning pipelines, cost-sensitive classification, AutoML for industrial applications, and bridging the gap between academic ML research and production deployment.

Material

PPT: https://drive.google.com/file/d/1u76i0DhkcLqEsxRiA3DQDxLAMWIKBzwv/view?usp=sharing Letter of Offering: https://drive.google.com/file/d/1xBRRNBdf9LPRZ1aPn1GqbVbAn50hMTlU/view?usp=sharing