Dmitriy (Dr.) Drichel
Freelance Senior Data Scientist
Experience
Freelance Senior Data Scientist
Merck KgaA
- AWS
- Genedata Profiler
- Data Lake
- APIs
- Rstudio
- GitLab
- Python
- R
- Data acquisition, integration, and simulation
- Multiplex immunofluorescence
- Copy-number variation calling
- HLA typing and loss-of-heterozygosity analysis
- RNA expression analysis
Freelance Senior Data Scientist
Merck KgaA
- Somatic short variant and copy-number variation calling and performance evaluation
- AWS, Genedata Profiler, Data Lake, APIs, Rstudio, GitLab
- Python and R data acquisition, integration, and simulation
Freelance Senior Data Scientist
Boehringer Ingelheim (BI-X)
- Oxford Nanopore and NGS sequencing
- Microarray genotyping
- AWS
- HPC
- Exploratory and predictive analytics
- Imputation
- R and Python application development
- Documentation and scientific writing
Freelance Data Scientist
Merck KgaA
- Germline and somatic variant calling and performance evaluation
- AWS, Genedata Profiler, Data Lake, APIs, Rstudio, GitLab
- Python and R data acquisition, integration, and simulation
Freelance Data Scientist
Boehringer Ingelheim (BI-X)
- Oxford Nanopore, PacBio, Illumina NGS, and microarray technology
- AWS
- Python and R
- High-performance computing
- DevOps and CI/CD
- Development of novel algorithms and statistical methodologies
Freelance Application Developer
Miltenyi Biotec
- Python application development for custom flow cytometry analysis on embedded systems
- Improvement and implementation of unsupervised machine learning methods
- Python, pandas, scikit-learn, and Jupyter
- Git, SVN, and Jenkins
Freelance IT Consultant
Jahnes GmbH
- Requirements engineering for implementation of a third-party supervised machine learning model in a leading German bank
- Data engineering, model optimization, exploratory and descriptive analysis
- SQL, Python, pandas, scikit-learn, matplotlib, and Jupyter
- Risk analysis for consumer loans
Postdoc
Cologne Center for Genomics (CCG), University of Cologne
- Development of analysis software for big genomic data sets
- Development of novel statistical methodology and algorithms
- Management of small teams
- Scientific publication and grant application writing
- C/C++, Python, Perl, and R
- Epidemiological studies, GWAS, and NGS
- Big data analysis and high-performance computing
- Teaching assistant for statistical genetics and population genetics
Research associate
German Center for Neurodegenerative Diseases (DZNE)
- Development of application software for analysis of big biological data
- Development and evaluation of novel statistical methodology
- High-performance computing
- Scientific writing
- C/C++, Python, and OpenMP
- Evaluation and optimization of data processing pipelines, GWAS, and NGS
- Large-scale simulations of biological data sets
Teaching assistant
Leibniz University Hannover and Hannover Medical School
Summary
Senior data scientist with an interdisciplinary background in physics, bioinformatics, biostatistics, genomics, and epidemiology. Focused on data science, cloud, and software development, with applications in biotech, life science, and pharmaceutical industries. Fifteen years of experience analyzing and integrating complex data sets as well as developing, testing, and deploying software applications and analysis pipelines. Co-auther of over 40 scientific publications on biomolecular studies.
Skills
- Machine Learning, Statistics, And Big Data Analytics
- Software Development (Python, C/c++, R, Perl, Awk, Bash)
- Exploratory And Predictive Analytics, Modeling, And Simulation
- High-performance Computing, Big Data Processing
- System Integration, Analysis Pipelines
- Cloud Architectures, 8x Aws Certified
- Infrastructure As Code (Aws Cloudformation), Containerization (Docker)
- Real-world Evidence (Rwe) Data, Genomics, Transcriptomics, Epigenomics, Flow Cytometry
- Communicating Results, Documentation, Reporting, Visualization
Languages
Education
National University of Ireland Maynooth / Trinity College Dublin
Mathematics and Physics · Maynooth, Ireland
Leibniz University of Hannover
Diploma in Physics, focus on mathematical and statistical physics · Physics · Hanover, Germany
University Clinic Bonn
PhD in Epidemiology · Epidemiology · Bonn, Germany
Certifications & licenses
AWS Certified Database - Specialty
AWS
AWS Certified Developer - Associate
AWS
AWS Certified Security - Speciality
AWS
AWS Certified Solutions Architect - Professional
AWS
AWS Certified Data Analytics - Specialty
AWS
AWS Certified Machine Learning - Specialty
AWS
AWS Certified Solutions Architect - Associate
AWS
AWS Certified Cloud Practitioner
AWS
Profile
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