diff --git a/pycons/2025/resources.csv b/pycons/2025/resources.csv
index 4b9f199..d4d7c7c 100644
--- a/pycons/2025/resources.csv
+++ b/pycons/2025/resources.csv
@@ -6,3 +6,4 @@ Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday,
 Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai, 
 Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
 Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
+Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,