CV

Dr. Nadiia Novakova Data Scientist Birthday: 27th of April 1985 Contact: nadiia.novakova at gmail dot com, cell: +49 152 389 932 26 Code: https://github.com/nnovakova Blog-posts: https://nnovakova.github.io

Education:

• Ph.D. in Computer Science 12.2007-02.2014, Donetsk National University (DNU), Ukraine
• Master in Applied Economy 09.2006-01.2009, DNU, Ukraine
• Master in Computer Science (Diploma with honors) 09.2006-06.2007, DNU, Ukraine
• Bachelor in Computer Science (Diploma with honors) 09.2002-06.2006, DNU, Ukraine

Summary: 13 years of professional experience in the field of Data Science, Machine Learning and Software Development.

Development practice:

• Feature Engineering
• CI/CD, unit testing, test automation
• Agile, Scrum

Technical expertise:

• Developing machine learning applications in Python, Java with MongoDB, Windows, Linux, Docker
• Natural Language Processing, Machine Learning, Data Mining
• Good expertise in web technologies: JavaScript, HTML/CSS

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Work Experience

Data Scientist in Minds-Medical GmbH, Frankfurt, Germany

2018 – present

Company	Developing an artificial intelligence system for medical coding. minds-medical.de
Responsibilities	Model designing and implementation based on machine learning algorithms and artificial intelligence methods in the field of pattern recognition and Natural-Language Processing (NLP). Using Named Entity recognition (NER) approaches for data classification and anonymization. Comprehensive model development for logical zones recognition in printed documents based on a combination of Tensorflow pre-trained image recognition models and extracted meta-data from HTML/CSS.
Technologies	Python, Apache OpenNLP, Tensorflow, Java, SpringBoot, MongoDB, Git, Bitbucket, Swagger, Docker, IntelliJ, Junit, Mockito, HTML/CSS, MySQL, MSSQL

 

Software Engineer in NEVAAL, Frankfurt, Germany

2018

Company	Dynamic visualisation of networks. networkval.com
Responsibilities	Implementation of a prototype for visualisation of social networks.
Technologies	Python, JavaScript, D3.js

 

Due to family resons I lived in the USA

2014 - 2016

Data Analyst in DORIS, Ukraine (part-time)

2011 – 2013

Company	Telecom and Internet Provider
Responsibilities	Financial statements analysis, modules of the economic state and business planning in the automated business control system implementation
Technologies	Matlab, SQL, Java, MS Excel

 

Scientific Officer, Lecturer in Donetsk National University, Ukraine

2007 – 2014

Company	University
Responsibilities	Teaching subjects: Evaluation and Fuzzy Logic models, Risk Control and Decision Making Systems, Relational Database Management Systems, Web-design
Technologies	Java, HTML/CSS, JavaScript, SQL

 

Data Analyst, Oracle DBA in Ukrtelecom, Ukraine

2007

Company	National Telecom and Internet Provider
Responsibilities	consolidation of customer base data, analysis of billing payments, 2nd- and 3rd-level support for existing applications
Technologies	Oracle, PLSQL

 

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Technical Skills

Software development tools	Jupyter, Anaconda, Git, Docker, Swagger, IntelliJ
Data Management	Tableau, MongoDB, Oracle/PLSQL, MySQL, MSSQL, MS Excel
Operating systems	Windows, OSX
Programming languages, technologies	Python, Java
Web	HTML, CSS, D3.js, JavaScript
Build tools	Gradle, Maven
Libraries / Tool-kits	Numpy, Pandas, OpenNLP, scikit-learn, Spring, SpringBoot,

 

Public Talks

• March 12, 2019 - Frankfurt NLP Meetup:

  Named Entity Recognition with Apache OpenNLP: Training a model for the medical field

Certifications & Trainings

DataCamp Courses:

• Supervised Learning with scikit-learn
• Statistical Thinking in Python
• Introduction to Python
• Intro to SQL for Data Science
• Intermediate Python for Data Science
• Python Data Science Toolbox
• Importing Data in Python
• Pandas Foundations
• Manipulating DataFrames with pandas
• Statistical Thinking in Python
• Joining Data in SQL
• Supervised Learning with scikit-learn

Language

Russian, Ukrainian – native, English – fluent, German – basic

Hobby

Photography