Nice to
meet you! I'm
Natalia Khaidanova

I'm a Data Engineer with experience in Natural Language Processing (NLP) and Front-End Development.

Based in Amsterdam, the Netherlands.

Contact me

Python

SQL

HTML

CSS

Git

Web Scraping - 70%

Web Scraping

70%

Data Transformation - 70%

Data Transformation

70%

Database Management - 50%

Database Management

50%

Data Modeling - 60%

Data Modeling

60%

Data Pipelines - 50%

Data Pipelines

50%

Text Mining and NLP - 80%

Text Mining and NLP

80%

Front-End Development - 30%

Front-End Development

30%

Experience

07/2024 - current

Junior Data Engineer

Cefetra Group - Rotterdam, Netherlands

07/2024 - current
    12/2023 - 07/2024

    Assistant Data Engineer

    Cefetra Group - Rotterdam, Netherlands

    12/2023 - 07/2024
    • Made significant contributions to the end-to-end development of two high-impact data projects, driving revenue growth for Cefetra Group through paid customer subscriptions.
    • Developed a neural language model with TensorFlow to extract relevant data from Reuters articles, achieving an accuracy rate of 96%.
    • Built and maintained ETL data pipelines to ensure automated collection, processing, and storage of data. Monitored and troubleshot pipeline issues to establish a smooth and reliable data flow.
    • Created and managed data models to represent the structure of collected data in relational databases using PostgreSQL.
    • Contributed to creating and maintaining comprehensive documentation for data engineering processes and workflows.

    Education

    09/2022 - 07/2023

    Master's - Text Mining

    Vrije Universiteit Amsterdam - Amsterdam, Netherlands

    09/2022 - 07/2023

    Courses:

    • Programming in Python for Text Analysis
    • Human Language Technology
    • Language as Data
    • Machine Learning for NLP
    • Applied Text Mining 1: Methods
    • Advanced NLP
    • Applied Text Mining 2: Domains

    Thesis: Machine Translation Evaluation: Comparing Traditional and Neural Machine Translation Evaluation Metrics for English→Russian

    Contact

    If you would like to contact me, please fill in the form, and I'll get back to you as soon as possible.

    Sorry, invalid format here

    Sorry, invalid format here