Oleg leads bioinfomatics group at JetBrains Research laboratory. Works in the laboratory since 2013.
In 2008 he graduated cum laude from the Mathematics and Mechanics Faculty of the St. Petersburg State University. In 2008-2010 he was a Ph.D. student in SPbSU, faculty of mathematics and mechanics, system programming department. Graduated from Bioinformatics Institute in 2012, where he studied Molecular Biology and Bioinformatics.
He was developing major JetBrains products: flagship tool IntellIJ IDEA, PyCharm, etc. Creator of the Rubymine Integrated Development Environment for Ruby programming language. His main focus was in the analysis of source code in programming languages, starting from lexical analysis to advanced type system development and code verifications.
More information is available on the LinkedIn profile.
- Semi-supervised solution for robust peak calling of Low Input ChIP-Seq, a poster at ECCB 2018
- Semi-supervised peak calling solution, a poster at Biata 2018: The Second Annual Scientific Conference, from algorithms to applications
- Multi-omics dissection of Healthy Human Aging Focusing on CD14+/CD16- Monocytes, a poster at Keystone Symposia 2018: Aging, Inflammation and Immunity
- Pipeline for epigenetic profiling of multiple histone marks in aging of monocytes, a poster at Immunology Program Retreat at Washington University School of Medicine, 2016
- Machine Learning and Intelligence School, Microsoft Research, 2015
- Yandex school of Data Analysis Conference, Yandex, 2014
- Participated in various conferences on Ruby On Rails as a company representative and a speaker.
2 master dissertations were successfully defended under Oleg's supervision.
- Kapralov N., Publications analysis service
- Bakin E., ChipQuery - Chipseq data comparison
- Chernov S., A comprehensive comparison of tools for differential ChIP-seq analysis
- Atamanova A., Generalizing data on bins for randomly sized genomic loci
- Lebedev S., Master Bisulphite sequencing data modeling
- Dievsky A., Master Modeling difference in ChIP-seq data
Automated Ishikawa Fishbone Diagram construction for epigenetics data
Semisupervised Peak Analyzer
JBR - genome browser with peak calling functionality, multiple locations mode, and more
Main research project — aging project in collaboration with Artyomov's Lab.
CMeth CompletedCMeth is a tool for analysing and comparing replicated WGBS data
ChipQuery CompletedChipQuery - public epigenomics databases search and analysis
BioLabs Head of Group