Events
Webinar: How to profile your Python code
Start
3:00 pm (CET)
2025/12/02
End
4:00 pm (CET)
2025/12/02
Location
Online
About the talk:
In this webinar, we demonstrate how to profile your Python code from a high-level view to a code-level analysis, starting with the execution level, identifying bottlenecks, and then drilling into functions and individual lines to pinpoint what to fix and how. Together, we’ll see how the same approach scales seamlessly from small scripts to large-scale applications and training loops.
About the speaker:
Ziyad AlBanoby studied at Alexandria University in Alexandria, Egypt, earning his degree in Computer and Communications Engineering. He specialises in CUDA software optimisation and porting, focusing on algorithms on the GPU. He worked for two years at Brightskies Inc. and, in 2024, joined the High-Level Support Team at the Barcelona Supercomputing Center.
About the moderator:
Cláudia Brito is currently an Assistant Researcher at INESC TEC (and part of the DSR HASLab group) and an Invited Assistant Professor at the University of Minho. Her current research focus is on AI for Systems and Systems for AI. In detail, her research interests have been shifting towards the following topics: AI for systems optimisations and tuning, Storage optimisations for AI workloads, Energy consumption optimisation for data-intensive workloads, Application-specific AI for healthcare.
