Sonit Singh
Machine Learning Engineer at UNSW Sydney
Sydney, New South Wales, Australia
Summary
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SeniorSonit Singh is a Lecturer in the School of Computer Science and Engineering at UNSW Sydney with eight years of experience spanning academia and applied research in AI, computer vision, and natural language processing. He completed a PhD in Artificial Intelligence at Macquarie University, supported by competitive scholarships and industry collaboration with Data61 and Macquarie Medical Imaging. Sonit’s research focuses on multimodal machine learning—image captioning, visual question answering, visual dialog and visual-language navigation—with a strong clinical emphasis on applying these methods to radiology and medical imaging to boost diagnostic productivity and reduce errors. He has taught undergraduate and postgraduate AI and data science courses, and his background blends hands-on model development with curriculum design and mentoring. Notably, his PhD work translated multimodal techniques into practical radiology systems through partnerships across university, hospital and national research labs, reflecting an uncommon track record of bridging research, teaching and translational impact.
8 years of coding experienceGithub contributions (5)
sonitsingh/VQA-Med
Apr 2020 - Apr 2020
Contributions:16 commits, 15 pushes, 1 branch in 1 day
sonitsingh/Radiology-Report-Generation
Aug 2019 - Mar 2020
Contributions:19 commits, 18 pushes, 1 branch in 7 months
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