Research output per year
Research output per year
The University of Western Australia (M084), 35 Stirling Highway,
6009 Perth
Australia
I am currently a Research Fellow at the School of Biological Sciences, University of Western Australia, where my work focuses on the intersection of computer science, bioinformatics, and quantitative genetics. My research is primarily centered on two areas: improving the prediction accuracy of commercially important phenotypes in plants and animals, and unraveling the complex factors that influence biological outcomes by integrating machine learning with high-dimensional multi-omic data.
I hold a PhD in Quantitative Genetics from the University of New England, Australia, a Master’s degree in Bioinformatics from Chalmers University of Technology, Sweden, and a Bachelor’s degree in Computer Science and Engineering from Khulna University, Bangladesh.
Previously, I held research roles at CSIRO, Australia’s National Science Agency, and the University of New England. My research interests include applying artificial intelligence and machine learning to optimize biological challenges, developing computational methods and statistical analyses for high-throughput genomic data, leveraging functional knowledge in genomic selection, and integrating GWAS with gene expression data for functional insights.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Computer Science and Engineering, BSc, Khulna University
Award Date: 1 Dec 2022
Quantitative Genetics, PhD, University of New England
Award Date: 23 Oct 2015
Bioinformatics, MSc, Chalmers University of Technology
Award Date: 19 Feb 2007
Visiting Scientist, CSIRO - Agriculture and Food
30 Apr 2023 → …
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Review article › peer-review