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.
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.
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" (to be online soon).
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); 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.
Driving Forces...
"In my experience, there is only one motivation, and that is desire. No reasons or principle contain it or stand against it." - Jane Smiley
“All power is within you; you can do anything and everything. Stand up and express the divinity within you.” - Swami Vivekananda