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polinabee/README.md

Hi, I'm Polina πŸ‘©πŸ»β€πŸ’»

I'm a software engineer from San Francisco living in Paris. My professional focus is building tooling for data platforms, improving the developer experience, and when I have the opportunity, working with geospatial data systems.

I've worked at several companies big and small, in and out of tech, in three countries.

When I'm not at my computer you can find me dancing in the air πŸ’ƒ, looking at critters 🐸, or doing crafts 🎨.

Some of my notebooks and code snippets live here

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  1. dataform-co/dataform-scd dataform-co/dataform-scd Public

    Common data models for creating type-2 slowly changing dimensions tables from mutable data sources in Dataform.

    JavaScript 31 15

  2. ml-algorithms ml-algorithms Public

    Some Machine Learning algorithms implemented from scratch.

    Jupyter Notebook

  3. text-classification text-classification Public

    text classification using neural networks, for computational machine learning

    Jupyter Notebook

  4. text-mining text-mining Public

    Classes to explore various text embeddings and learning models

    Python

  5. Pandas Dataframe to PostgreSQL Quick... Pandas Dataframe to PostgreSQL Quick Conversion
    1
    import os
    2
    import psycopg2
    3
    from psycopg2.extras import execute_batch
    4
    import pandas as pd
    5
    
                  
  6. etl-project etl-project Public

    A simple ETL pipeline based on PostgreSQL, re-structuring schema for optimal analytics.

    Python