Muhammad Shoaib Sehgal earned PhD in Artificial Intelligence from Monash University, Australia. He is well known for his pioneering work on knowledge inference from high dimensional data.
Dr. Sehgal is currently working as a Machine Learning expert at Microsoft Corporation, Redmond US where he is developing innovative Machine Learning models for the Microsoft premier products including Bing, Microsoft SQL Server, Entity Framework, and LINQ.
Prior joining Microsoft Shoaib worked as a Research Officer at ARC Center of Excellence in Bioinformatics, IMB University of Queensland, Australia. He worked on a joint project (http://www.biomanta.org) between Pfizer, Research Technology Center, Cambridge USA and IMB at UQ. He developed novel knowledge discovery strategies to infer high-throughput and high-confidence bio-chemical networks by fusing various forms of data in Semantic Web paradigm. In addition he was involved in a Visible CellTM project which aims to provide visualization and inference environment for advanced in silico studies of cell and molecular organization in 3D.
- 25 first author peer reviewed papers
- 4 as last and middle author papers
- 1 patent
Click here to see List of publications
Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Transactions on Knowledge and Data Engineering
- Bioinformatics Journal, Oxford University Press
- BMC Bioinformatics
- Journal of Biomedical Informatics, ELSEVIER publishers
- Neurocomputing, ELSEVIER publishers
- Computers in Biology and Medicine, ELSEVIER publishers
Affiliation
Past Affiliations:
- Pfizer Research Technology Center, Boston USA.
- ARC Center of Excellence in Bioinformatics, IMB University of Queensland, Australia.
- Victorian Bioinformatics Consortium, Melbourne, Australia.
- Victorian Partnership for Advance Computing (VPAC).
- Australian Research Council, Research Network in Enterprise Information Infrastructure (EII).
- Australian Mathematical Science Institute (AMSI).
- Australian Partnership for Advance Computing (APAC).
Member Program Committee:
- IEEE World Congress on Computational Intelligence, Congress on Evolutionary Computation (IEEE CEC), Spain, 2010.
- IEEE Congress on Evolutionary Computation (IEEE CEC), Rondheim, Norway, 2009.
- Pattern Recognition in Bioinformatics, proceeding published in Lecture Notes in Bioinformatics, Melbourne Australia 2008.
- IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Honolulu Hawaii, USA, 2007.
- Pattern Recognition in Bioinformatics, proceeding published in Lecture Notes in Bioinformatics, Singapore 2007.
- IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Toronto Canada, 2006.
Invited Talks
- Biochemical Networks, Winter School of Bioinformatics, Newcastle, Australia, 2008.
- BioMANTA: Modeling and Network Analysis of Biological Networks II – Knowledge Discovery and Network Analysis, eIMBL workshops on Systems Biology, Korea, 2007.
- An Intelligent Framework for Post Genomic Knowledge Discovery, University of New Castle, 2007.
- Inference of high coverage biochemical networks from low coverage networks, ARC All Hands Meeting, Brisbane Australia 2007.
University page:
