A new engineer joins CENTURI

Muhammad recently joined the CENTURI multi-engineering platform as bioinformatician and data analyst.

As a research engineer in bioinformatics within CENTURI multi-engineering platform, he will help you in your multi-omics analysis and data science investigation on the following aspects:

• Multi-OMICS (genome, proteome, metabolome) data integration and dimension reduction using joint dimensionality reduction methods.
• Making data more informative by the integration of publicly available data-sets (PPI, ontology and pathways).
• Development or automation of analytical pipelines for bulk or singel-cell RNA seq, 16S or metagenomics.
• Improving functional enrichment analysis of gene/protein using semantic similarity measures.
• Assisting postdocs and principal investigators in writing research proposal of data science.
• Designing integrative and predictive tools using machine/deep learning and multivariate methods
• Proposing data driven strategies/solutions.
• Enhanced visualization of data to dig deeper using multidimensional scaling.
• Node/graph embedding of biological networks to extract non-liner associations in data.
• Extracting knowledge for entities (e.g. genes), lacking biological information from literature using text mining.