Ivan U. Kouzel
Bioinformatician
- +47 46211286
- ivan.kouzel[at]gmail.com
- kouzel.info
- Bergen, Norway
- PhD in molecular biology with focus on data science and bioinformatics
- 7+ years of advanced data analysis and data visualization skills
- Expert at developing targeted solutions that are statistically rigorous and explainable
- Can work in 4 languages
- Significant professional impact: 10+ published articles and 200+ citations on Google Scholar
Work Experience
Bioinformatician
Main project: Bioinformatic modelling of marine neural development
- Use command line tools to process high throughput RNA sequencing data
- Perform data restructuring, cleaning, quality control, statistical analysis and visualization to understand a range of biological processes
- Build and implement infrastructure for reproducibility in the department with version control, R Markdown, bookdown, and knitr packages
- Train and mentor peers in analyzing complex datasets and R programming
- Key achievements: Removed a workload bottleneck by building a reusable modeling and analysis framework with capabilities to process terabytes of data. Colleagues can now easily access and apply the computational findings
Associate scientist
- Responsible for project system architecture and touchpoint to sysadmin
- Perform quantitative comparative transcriptomics and statistical inference
- Project planning and design of experimental and statistical methods
- Data analysis and visualization with R and Bioconductor
Visiting researcher
- High performance computing on Linux and UNIX servers
- Designed and implemented data analysis workflow using a combination of unsupervised and supervised approaches
- Processed, organized and evaluated Next-Generation Sequencing data
Postdoctoral researcher
- Project budgeting and reporting
- Coordinated plans between stakeholders in Germany and Japan
- Supervised and trained two lab technicians and four masters students
- Authored and contributed to grant applications for research development
- Collaborated a team of doctors, biologists, physicists, chemists and public health researchers to create an integrative approach to combat EHEC infection
Founder & Director
- Founded CES (http://ecoidea.by/en) to promote ideas of sustainable development and environmental protection through the development and implementation of projects aimed at reducing society’s environmental impact
- Established an organizational structure aimed at enduring a challenging political landscape
- Currently CES has 15 employees, raised over 2 million euros in international grants and donations, and has successfully grown 30+ projects in Belarus
- Active board member
Information
Recent publications
- 2020 · Histone demethylase Lsd1 is required for the differentiation of neural cells in the cnidarian Nematostella vectensis
- 2020 · RAB5A and TRAPPC6B are novel targets for Shiga toxin 2a inactivation in kidney epithelial cells
- 2019 · Carriage of Shiga toxin phage profoundly affects Escherichia coli gene expression and carbon source utilization
- full list of publications