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Hello! 👋

My name is Jiri Novotny, I come from the Czech Republic, and I am a bioinformatician. Currently I am doing a Ph.D. at the Institute of Molecular Genetics of the Czech Academy of Sciences in the Laboratory of Genomics and Bioinformatics.

Recently I have joined Immunai as a single-cell data curator / computational biologist.

LinkedIn ORCID_iD

What do I do in bioinformatics? 🤓

I am usually analyzing transcriptomic data: bulk and single-cell RNA-seq, and qPCR. But I also have some proficiency in general bioinformatics (all those formats, command line tools, etc.) and other methods, e.g. variant calling, chromatin accessibility (ATAC-seq), TCR sequencing, etc.

I like to help biologists to interpret their data in form of reports and visualizations, as well as public services and databases. I am interested in cancer biology, mainly in the tumor microenvironment, extracellular matrix remodeling, and cancer-associated fibroblasts.

  • scdrake - a pipeline for droplet-based single-cell RNA-seq data.

What can I do besides bioinformatics? 🤔

I am fluent in R and Python and have experience in making pipelines, general data wrangling and visualization, web development (Python/Django, R/Shiny, HTML5/CSS3, JavaScript), UNIX scripting (bash) and system administration, Git versioning and continuous integration (GitHub Actions). I like to write clean code and documentation (and really appreciate if others also do so 😊). Occasionally, I contribute to open-source projects, or at least open constructive issue tickets.

  • AmtDB - database of ancient human mitochondrial DNA (private code, full-stack developer role).

I am also teaching practicals in the Analysis of Gene Expression at the University of Chemistry and Technology in Prague.

To grab the chance to promote my study programme, here is the link: http://studuj.bioinformatiku.cz/

I would say, it's not an easy, but interesting and satisfying field and the future is bright as more people are needed to analyze the neverending, large bunch of biological data or to develop tools that make this task easier for others.

Several times I was also participating as a lecturer at Prague Autumn School - RNASeq Data Analysis Workshop organized by SeqMe company.

Jiri Novotny's Projects

bioinformatics-chemoinformatics icon bioinformatics-chemoinformatics

Some scripts (mainly Python 3) which I made during my studies of Bioinformatics at University of Chemistry and Technology in Prague (http://www.vscht.cz/?jazyk=en)

mi-mvi_2016 icon mi-mvi_2016

Semestral project for the subject Methods of computational inteligence @ fit.cvut.cz

mi-pdd_2016 icon mi-pdd_2016

Semestral project for the subject Data preprocessing @ fit.cvut.cz

molminer icon molminer

Python library and command-line tool for extracting compounds from scientific literature. Written in Python.

pygames icon pygames

Some headless classes for games written in Python using Numpy and some of them Pygame.

sc3 icon sc3

A tool for the unsupervised clustering of cells from single cell RNA-Seq experiments

shinycell icon shinycell

Shiny Interactive Web Apps for Single-Cell Data

valve-keyvalues-python icon valve-keyvalues-python

Python class for manipulation with Valve KeyValues files (VDF format). Provides parsing of VDF files to object with dict interface, editing of this object keys and values, and writing of any object with dict interface to VDF file format.

vcfr icon vcfr

Tools to work with variant call format files

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