Dr Hazrat Ali has had several publications recentlym and an invited talk:

A paper titled ‘Foundation Models in Biomedical Imaging: Turning Hype into Reality’ published in the prestigious Nature Biomedical Engineering. The paper presents REAL-FM framework for assessment of foundation models in biomedical imaging. https://www.nature.com/articles/s41551-026-01762-z

A paper presentation ‘Fixing the Background: Segmentation-Guided Feature Refinement for Multiple Object Tracking’ at the Forth UK-AI Conference in Nottingham. The paper is published in PMLR, https://proceedings.mlr.press/v348/nisar26a.html

A poster on Bridging Learning Outcomes and Module Specifications: GenAI Framework for Curriculum Development in CS Education accepted and published at the UK Ireland Computing Education Conference, held in Cambridge, UK. https://dl.acm.org/doi/full/10.1145/3830800.3830829

Hazrat is also speaking on a panel, ‘AI & Data Storytelling and Community Voices Using AI and data to amplify community voices.’ at the Scottish Talent Summit 2026.