Dr. Vasily Romanov
Skills
Timeline
Professional experience for Vasily Romanov
• Algorithm development with Python and PySpark • Linear programming: Min-max optimization for supply chain • Building GenAI Apps with LangChain and Hugging Face tools • Data engineering: SQL databases, aggregating and preprocessing pipelines • Environments: Databricks, SAP BTP (HANA Cloud, Data Intelligence)
• Built aggregating and preprocessing pipelines for different type of data • Applied various sample matching and dataset balancing techniques • Developed complicated and efficient ML systems in R • Created a cloud-deployed App for prediction of customer-provided samples (https://spectra-app.shinyapps.io/shiny_app__our_uv_device/)
- 4 years and 3 months, Nov 2017 - Jan 2022
Associate Editor
Wiley-Blackwell
- 2 years and 5 months, Jun 2017 - Oct 2019
Biostatistician / Data Analyst / Bioinformatician
Leibniz Institute on Aging - Fritz Lipmann Institute (FLI)
• Consulted and mentored on data analysis and biostatistics • Performed bioinformatic analysis of gene datasets using Galaxy and R • Created a Perl module/library for a generic multiple sequence alignment algorithm based on Needleman-Wunsch scores
- 6 years and 2 months, May 2011 - Jun 2017
Experimental Researcher (Postdoctoral)
Leibniz Institute on Aging - Fritz Lipmann Institute (FLI)
• Conducted scientific projects and advanced statistical analysis
- 10 years and 2 months, Apr 2001 - May 2011
Research scientist, Junior research scientist, Ph.D. student, Research assistant
Institute of Cytology, Russian Academy of Sciences
• Conducted scientific projects and advanced statistical analysis
Educational background for Vasily Romanov
- 2004 - 2011
Molecular and Cell Biology
Institute of Cytology, Russian Academy of Sciences
- 2002 - 2004
Physics (Biophysics)
Peter the Great St.Petersburg Polytechnic University
Faculty of Physics and Mechanics, Department of Biophysics
- 1998 - 2002
Physics
Peter the Great St.Petersburg Polytechnic University
Faculty of Physics and Mechanics, Department of Biophysics
Languages
English
Fluent
Russian
First language
German
Intermediate
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