- talk - Technical Track - Getting Started With AI Engineering
Green AI: Making Machine Learning Environmentally Sustainable
Thursday 16th October 2025 • 3:40 PM - 4:10 PMAfter considering the significance of the carbon footprint of AI, Charles will offer practical strategies to reduce environmental impact at each stage of the AI lifecycle. These strategies include using smaller datasets, leveraging transfer learning, employing model compression techniques, and considering edge computing.
About Charles Humble
Charles is an IT industry veteran with 30 years' experience. A former software engineer, architect and CTO, he has worked as a senior leader and executive of both technology and content groups. He is experienced as a commissioning editor, was InfoQ's editor-in-chief from 2014-2020, and was chief editor for Container Solutions from 2020-2023. During his time at CS he launched and ran WTF is Cloud Native with the marketing team, and created and hosted the Hacking the Org podcast.
He writes regularly for The New Stack, O'Reilly and other publications, is a highly experienced content strategist, and has spoken at multiple international conferences including GOTO (keynote), Devoxx, WTF is SRE, and QCon.
His primary areas of interest are: how we build software better, including sustainability and ethics; cloud computing; remote working; diversity and inclusion; and inspiring the next generation of developers.
Charles is also a keyboard player, and is 1/2 of ambient techno band Twofish.