Dmitriy D.
Freelance Data Scientist
Experience
Jun 2021 - Jul 2022
1 year 2 monthsFreelance Data Scientist
Merck KgaA
- Development, testing, and benchmarking of bioinformatics workflows in oncological research.
- Utilized Python, R, and Bash for programming.
- Worked with cloud computing and tools such as AWS, Genedata Profiler, RStudio, and GitLab.
- Performed germline and somatic variant calling and performance evaluation.
- Dealt with genomics and transcriptomics, data acquisition, and data simulation.
Feb 2020 - Jun 2021
1 year 5 monthsFreelance Data Scientist
Boehringer Ingelheim (BI-X)
- Developed and implemented a genomics/transcriptomics analysis pipeline.
- Performed data acquisition, engineering, and analysis.
- Developed software and utilized tools like Python, R, Docker, and AWS.
- Applied DevOps and CI/CD methodologies.
- Specialized in biomolecular data, sequence analysis, and high-dimensional data.
- Worked with genomics, transcriptomics, epigenomics using technologies like Oxford Nanopore, PacBio, Illumina NGS, and microarray technology.
- Developed novel algorithms and statistical methodologies.
- Engaged in application/product development and stakeholder management.
Feb 2019 - Nov 2019
10 monthsFreelance Application Developer
Miltenyi Biotec
- Developed Python applications for flow cytometry data acquisition and analysis.
- Engineered custom applications for embedded systems.
- Applied unsupervised machine learning techniques, including clustering.
- Managed projects using methodologies such as Scrum and Agile, leveraging Jira and Confluence.
- Used version control systems including Git, SVN, and Jenkins.
Jan 2019 - May 2019
5 monthsFreelance Data Scientist
Jahnes GmbH
- Implemented a machine learning model for a leading German bank.
- Conducted data extraction, data engineering, exploratory and descriptive analysis, and visualization.
- Used Python, Pandas, Scikit-Learn, Matplotlib, Jupyter, and SQL.
- Worked on risk analysis and consumer loans.
Jan 2015 - Dec 2021
7 yearsPostdoc
Cologne Center for Genomics (CCG), University of Cologne
- Developed analysis software for large genomic datasets and conducted big data analysis.
- Created novel statistical methodologies and algorithms.
- Utilized C/C++, Python, Perl, and R for software development.
- Managed small teams and contributed to epidemiological studies and scientific writing.
- Specialized in high-performance computing.
Jan 2010 - Dec 2015
6 yearsResearch Associate
German Center for Neurodegenerative Diseases (DZNE), Bonn
- Developed application software for analyzing biological data.
- Created and evaluated novel statistical methodologies and data handling pipelines.
- Conducted large-scale simulations of biological datasets.
- Utilized programming languages such as C/C++ and Python with OpenMP for parallelization.
Jan 2006 - Dec 2010
5 yearsTeaching Assistant
Leibniz University Hannover and Hannover Medical School
Summary
Freelance data scientist with an interdisciplinary background in physics, bioinformatics, genomics, and epidemiology. Focused on data science and software development, with applications in biotech, life science, and pharmaceutical industries. Twelve years of experience analyzing and integrating complex data sets as well as developing, testing, and deploying software applications and analysis pipelines.
Languages
German
AdvancedEnglish
AdvancedRussian
AdvancedEducation
Oct 2007 - Jun 2008
Trinity College, Dublin
Mathematics and Physics · Dublin, Ireland
Oct 2007 - Jun 2008
National University of Ireland, Maynooth
Mathematics and Physics · Maynooth, Ireland
Oct 2003 - Jun 2010
Leibniz University Hannover
diploma · Physics, focus on mathematical and statistical physics · Hanover, Germany
...and 1 more
Certifications & licenses
AWS Certified Machine Learning – Specialty
AWS Certified Solutions Architect - Associate
AWS Certified Cloud Practitioner
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