Sergii Domanskyi, Ph.D.

Assistant Computational Scientist

Development of novel computational, statistical and mathematical approaches for the analysis of Next Generation Sequencing (NGS) data.

During the last year of my post-doctoral research at Michigan State University I have developed a computational framework DECNEO for discovery of the combinations of receptors from a large collection of single cell RNA sequencing datasets. The single cell transcriptomics data processing and cell type annotations, which are crucial inputs for DECNEO, have been addressed in my previous work, Digital Cell Sorter, where the methods for single cell data processing, Hopfield landscapes visualization, anomaly detection and automatic identification of cell phenotypes were developed.

My objective is to continue developing bioinformatics algorithms and encapsulate these novel methods in reliable and ready-to-use software. My strong background in the physical, computational sciences, and large-scale computational techniques allow me to model biological systems in multidisciplinary projects. Given my background in software design for many applications, I will be able to contribute to a sustainable cyberinfrastructure for researchers in bioinformatics, and for the biological sciences in general. In my future research, I anticipate developing algorithms to explore analysis of Next Generation Sequencing (NGS) data.

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Sergii Domanskyi on ORCID

Education and experience


Clarkson University, Potsdam, NY
Ph.D., Physics
Adv: Prof. Vladimir Privman

National Technical University of Ukraine, Kyiv, Ukraine
Master of Science, Physics
Adv: Prof. Vyacheslav Gorshkov

National Technical University of Ukraine, Kyiv, Ukraine
Bachelor of Science, Physics


Assistant Computational Scientist
The Jackson Laboratory, Bar Harbor, ME

Post-Doctoral Research Associate
Michigan State University, East Lansing, MI

Visiting Graduate Student Researcher
Los Alamos National Laboratory, Los Alamos, NM
2015, 2016

Research and Teaching Assistant
Clarkson University, Potsdam, NY

Software Designer
Consulting and Information Technology, LLC, Kyiv, Ukraine