Anastasiia Navalikhina
Data Scientist/ML Engineer
Experience
Data Scientist/ML Engineer
AZURRIO
- Working on bid optimization for Amazon Ads
- Developing ETL processes to extract valuable information used further in optimization
- Using Bayesian approach to predict outcomes of bid changes
- Developing contextual bandit Reinforcement Learning algorithm as a more advanced predictor
Data Scientist
ComeBack Mobility
- Preparing design for clinical trial
- Constructing database with clinical trial outcomes
Data Scientist
Revalia Bio
- Working with data coming from scientists to provide insights on treatment effects on isolated human organs
- Generating visualizations for publishing
Data Scientist
Renormalize
- Working with PostgreSQL database to retrieve data from different sources
- Combining data
- Calculating efficiency metrics and generating reports
Data Scientist
Eagle Genomics
- Working with data to provide insights on mechanisms of diseases or treatments
- Performing data analysis, generating reports, and presenting results to a client
- Wrapping code into reusable tools
- Developing pipelines
- Developing a graph database from public data using TypeDB
Data Scientist
Preste
- Working closely with scientists performing experiments and analyzing the data they obtain
- Generating reports and presenting them to clients
- Writing a paper together with scientists as a summary of the work done
- Performing two RnD projects: Blood-brain barrier permeability and Food pairing recommender system
- Developing ML models and writing CLI tools to make models usable by anyone
- Writing blogs as a summary of the projects
Research Assistant, Teaching Assistant
National University of Kyiv-Mohyla Academy
Courses taught: B.Sc.: Molecular Basis of Biotechnology, Molecular Biology, Statistics, Population Genetics, Computer Science; M.Sc.: Systems Biology, Genetic Engineering
Accomplishments:
New courses development: Computer Science, Systems Biology, Genetic Engineering
NGS data processing
Statistical data analysis
Implementation of molecular cloning techniques
Summary
Data Scientist with 5 years’ experience. Great experience in data analysis, developing ML models, writing clean code and reports. I am experienced in conducting research and publishing in the fields of biology and genetics. Good logical thinking, and good attention to details.
Skills
- Python Ml Toolkit: Networkx, Pandas, Numpy, Scipy, Scikit-learn, Plotly, Seaborn, Matplotlib, Keras, Tensorflow, Deepchem, Rdkit
- R Bioinformatics Toolkit: Limma, Affy, Oligo, Clusterprofiler And Other Bioconductor Packages
- Databases: Postgresql, Mysql, Neo4j, Typedb
- Github
- Docker
- Unix Os (Mac Os, Linux) And Shell
- Aws: S3, Ec2, Glue, Sagemaker, Rds
Languages
Education
National Ukrainian University of “Kyiv-Mohyla Academy”
MSc Biology · Biology · Kyiv, Ukraine
Profile
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