NOTE: As I start my research lab, this website will no longer be updated and all the recent updates can be found at the CHAI Lab website.

Research Interests: 

• Causal Machine Learning: Development of algorithms for individualised treatment effects estimation.

• Machine/Deep Learning: Development of predictive algorithms for electronic health records and time-series.

• Optimisation: Development of algorithms to solve large-scale machine learning problems.

• Computer Vision and Pattern Recognition: Application to handwriting character recognition.

• Open and eager to work in new research areas related to Artificial Intelligence.

NOTE: I am eager to collaborate and/or advice students around above topics. I am also eager to enganging with healthcare stakeholders, like clinicians and the NHS people with interests in AI for healthcare. Feel free to drop me an email.

Academic Editor: PLOS Digital Health

Editorial Board Member: International Journal of Artificial Intelligence in Healthcare 

Guest Editor: Frontiers in Artificial Intelligence for a special issue on "Causal AI: Integrating Causality and Machine Learning for Robust Intelligent Systems". Manuscript Summary Submission Deadline 15 November 2025 | Manuscript Submission Deadline 27 February 2026

Area Chair: NeurIPS 2023 AI4Science, ICML2024-AI4Science

Session Chair: for "Tuning for patient-specific care" at the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), to be held in Bella Center, Copenhagen, Denmark, July 14-17, 2025.

Reviewed/Reviewing for (check reviewer profile at web of science; reviewed 200+ papers and never delayed a single review)

Journals: Journal of Machine Learning Research; Machine Learning (Springer); IEEE Transactions on Pattern Analysis and Machine Intelligence International Journal of Machine Learning and Cybernetics (Springer); IEEE Transactions on Neural Networks and Learning Systems; IEEE Transactions on Knowledge and Data Engineering; ACM Transactions on Knowledge Discovery from Data; Artificial Intelligence Review (Springer); Computer Science Review; International Journal of Computer Vision; Neural Processing Letters (Springer); Applied Intelligence; Applied Artificial Intelligence; IET Image Processing; Machine Learning with Applications; Computational Intelligence (Wiley); ACM Transactions on Asian and Low-Resource Language Information Processing; National Academy Science Letters (Springer); Expert Systems With Applications; Frontiers in Artificial Intelligence; Frontiers in Big Data; Web Intelligence; Multimedia Tools and Applications; International Journal of Production Research (Taylor & Francis); Applied Computing and Informatics (Emerald); PLOS One; Computers & Industrial Engineering (Elsevier); Supply Chain Analytics; Data in Brief.

npj Digital Medicine; Artificial Intelligence In Medicine; IEEE Journal of Biomedical and Health Informatics; Computers in Biology and Medicine; Journal of Medical Internet Research (JMIR); JMIR Medical Informatics; JMIR Public Health and Surveillance; JMIR Artificial Intelligence; PLOS Digital Health; Frontiers in Cardiovascular Medicine; International Journal of Artificial Intelligence in Healthcare, BioMed Research International; 

Conferences: ICML; NeurIPS; AISTATS; ICLR; AAAI-2025; Machine Learning for Healthcare (MLHC); Machine Learning for Health (ML4H); CHIL 2024; NeurIPS 2022 Workshop SyntheticData4ML; NeurIPS 2022 Workshop Time Series for Healthcare; IEEE International Conference on Biomedical and Health Informatics (IEEE BHI), International Conference on Machine Learning Optimization and Data Science; Asian Conference on Machine Learning; IEEE International Conference on Machine Learning and Applications; and Symposium on Artificial Intelligence & Neuroscience

NOTE: I am happy to review manuscript around causal AI.