ProfessorSunil Gupta
Head, AI, Optimisation and Materials Discovery
Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
Orcid identifier0000-0002-3308-1930 (opens in a new tab)
- Head, AI, Optimisation and Materials DiscoveryDeakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
- +61 3 522 73109 (Work)
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
RESEARCH INTERESTS
AI, Machine learning, AI safety and assurance, Bayesian optimisation, Large language models, Data mining, Pattern recognition,
Deep learning, Active learning, Transfer learning, Reinforcement learning, Healthcare data analytics, Computer vision, Adaptive Clinical Trials, AI-driven materials design and discovery
Knowledge Areas
AI, Machine learning, AI safety and assurance, Bayesian optimisation, Large language models, Data mining, Pattern recognition,
Deep learning, Active learning, Transfer learning, Reinforcement learning, Healthcare data analytics, Computer vision, Adaptive Clinical Trials, AI-driven materials design and discovery
GRANTS
- GRANTPHONOTYPE: Validation of smartphone-based digital phenotyping markers or detecting amotivation symptoms in young people with depression1 Oct 2024 - 1 Oct 2029People funded by this grant:
- Whitton A,
- Gupta S,
- Venkatesh S,
- Hoon L,
- Vasa R
- CONTRACT RESEARCHNovel Human-Machine Teaming Methodology for the Experimental Optimization of Armor Systems15 Aug 2024 - 14 Aug 2027People funded by this grant:
- Ryan S,
- Shilton A,
- Gupta S,
- Rana S,
- Venkatesh S
- GRANTCORE-DEP: Centre of Research Excellence in Depression Treatment Precision25 Jul 2024 - 25 Jul 2029People funded by this grant:
- Newby J,
- Gupta S,
- Whitton A,
- Christensen H,
- Venkatesh S
- GRANTUsing AI to create smarter, personalised, and scalable interventions for psychological distress1 Jan 2024 - 31 Dec 2028People funded by this grant:
- Christensen H,
- Venkatesh S,
- Cutler H,
- Newby J,
- Gupta S
- CONTRACT RESEARCHCoupled self-supervised learning and deep reasoning for improved processing of noisy and dynamic multimodal data from multiple sources21 Dec 2022 - 31 Mar 2025People funded by this grant:
- Tran T,
- Ryan S,
- Gupta S,
- Rana S,
- Venkatesh S
- CONTRACT RESEARCHMachine-learning based trajectory modelling.1 May 2022 - 30 Jun 2022People funded by this grant:
- Ryan S,
- Gupta S,
- Jacobs S,
- Rashid M
- CONTRACT RESEARCHCoupled self-supervised learning and deep reasoning for improved processing of noisy and dynamic multimodal data from multiple sources.21 Feb 2022 - 30 Jun 2022People funded by this grant:
- Tran T,
- Ryan S,
- Gupta S,
- Rana S,
- Venkatesh S
- CONTRACT RESEARCHScale up of Boron Nitride Nanosheet manufacturing and validation of commercial applications.31 Jan 2022 - 30 Jun 2026People funded by this grant:
- Venkatesh S,
- Gupta S,
- Berk J
- CONTRACT RESEARCHIn relation to Assuring an off-the-shelf AI algorithm28 Apr 2021 - 29 Apr 2022People funded by this grant:
- Gupta S,
- Tran T,
- Rana S,
- Venkatesh S,
- Nguyen P
- GRANTA Generic Framework for Verifying Machine Learning Algorithms1 Feb 2021 - 31 Jan 2024People funded by this grant:
- Venkatesh S,
- Gupta S,
- Rana S,
- Tran T
- GRANTOptimising treatments in mental health using AI30 Jun 2020 - 29 Jun 2023People funded by this grant:
- Christensen H,
- Venkatesh S,
- Cutler H,
- Knight R,
- Laverty M
- CONTRACT RESEARCHDefence Applied Al Experiential CoLab15 May 2020 - 30 Jun 2021People funded by this grant:
- Venkatesh S,
- Gupta S,
- Rana S,
- Tran T
- CONTRACT RESEARCHIdentification of Blood RNA Biomarkers to Measure Disease Progression in Parkinson's Disease.12 Mar 2020 - 12 Mar 2021People funded by this grant:
- Gupta S,
- Venkatesh S,
- Nguyen T
- COLLABORATIVE GRANTAl Algorithmic Assurance28 May 2019 - 18 Jun 2021People funded by this grant:
- Venkatesh S,
- Gupta S,
- Rana S,
- Tran T,
- Ngo ACL
- GRANTARC Research Hub for Digital Enhanced Living1 Apr 2018 - 31 Mar 2023People funded by this grant:
- Mouzakis K,
- Venkatesh S,
- Maeder A,
- Hutchinson A,
- Berk M
- CONTRACT RESEARCHThe CRC-P for Advanced Hybrid Batteries26 Mar 2018 - 30 Jun 2024People funded by this grant:
- Howlett P,
- Forsyth M,
- Kerr R,
- Venkatesh S,
- Gupta S
- GRANTARC Research Hub for Digital Enhanced Living15 Mar 2018 - 14 Mar 2023People funded by this grant:
- Mouzakis K,
- Venkatesh S,
- Maeder A,
- Hutchinson A,
- Berk M
- GRANTARC Research Hub for Digital Enhanced Living15 Mar 2018 - 31 Mar 2023People funded by this grant:
- Mouzakis K,
- Venkatesh S,
- Maeder A,
- Hutchinson A,
- Berk M
- CONTRACT RESEARCHiCetana - Phase 1 Examine and compare state-of-art methods in background/foreground separation20 Apr 2017 - 19 Apr 2019People funded by this grant:
- Venkatesh S,
- Rana S,
- Gupta S,
- Saha B
- GRANTARC Research Hub for Digital Enhanced Living1 Apr 2017 - 31 Mar 2023People funded by this grant:
- Mouzakis K,
- Venkatesh S,
- Maeder A,
- Hutchinson A,
- Berk M
- GRANTARC Research Hub for Digital Enhanced Living1 Apr 2017 - 31 Mar 2023People funded by this grant:
- Mouzakis K,
- Venkatesh S,
- Maeder A,
- Hutchinson A,
- Berk M