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šŸ‘‹ Hi, Iā€™m Katrin.

Family, friends and former colleagues describe me as language-savvy - so why not a programming language? I started with programming in Python in July 2021 to be prepared for the Data Science full-time bootcamp (09-2021 - 12-2021) at neuefische which I completed end of 2021.

Data followed me since school, during my studies and even in my professional career. I am used to jump into the deeper end to grow and learn - never stop learning šŸ˜‰šŸ˜‰šŸ˜‰

Before I started the Data Science bootcamp I studied Geography and Chemistry at HU in Berlin and worked for over 10 years in HR and Executive Search. I am combining these 2 worlds in Recruiting Analytics now, dealing with global data and able to give data based recommendations for actions.

I am a traveller šŸŒŽšŸŒšŸŒ and am crazy about snorkeling with šŸ¢šŸ šŸ¬ - it is the best to reduce the stress level in 1 second šŸ˜‰

  • šŸ”­ Iā€™m working with different HR datasets: attrition and diversity

  • šŸŒ± Iā€™m currently learning more about ChatGPT, HRM and Recommendation Systems

  • šŸ‘Øā€šŸ’» All of my neue fische projects are available under Projects

  • Find my Capstone project from the neue fische bootcamp here: GitHub | https://www.youtube.com/watch?v=BiMvUGV7Gto&t=6s

  • Created own repos and notebooks based on Kaggle and Zindi Challenges/Datasets are here: Streaming - Movies | Finder for Customer Databases

  • šŸ’¬ Ask me about Talent Acquisition strategies, Marvel ā¤ļø and good movies and series on Netflix and Disney+

  • šŸ“„ Know about my experiences


Connect with me:

https://www.linkedin.com/in/katrin-mulinski-81ab5622/ https://www.xing.com/profile/Katrin_Mulinski/cv ironman2483 https://zindi.africa/users/IronMan2483 https://www.codewars.com/users/IronMan2483

Languages and Tools:

python pandas postgresql popsql scikit_learn matplotlib seaborn plotly hvplot

Katrin Mulinski's Projects

all_about_basics icon all_about_basics

Overview of basics for newbies in Data Science which I update continuously: Matplotlib, Seaborn, Models, Commands, Git and Terminal

awesome icon awesome

šŸ˜Ž Awesome lists about all kinds of interesting topics

awesome-repos icon awesome-repos

A curated list of awesome repositories full of free resources.

dtreeviz icon dtreeviz

A python library for decision tree visualization and model interpretation.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

finder icon finder

Find customer names, addresses and e.g. filter for specific dates or periods in a dataset. The functions could be used for databases in sales, marketing, recruiting, etc.

hr_analytics_ibmdataset icon hr_analytics_ibmdataset

This notebook is in the area of People Analytics and includes the analysis of the IBM dataset to identify attrition. Besides attrition I also focus on diversity. I created strategies to reduce attrition.

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

neuefische_capstone icon neuefische_capstone

Capstone during the Data Science bootcamp: Imbalance Energy Price Prediction with Data Mining, EDA, Machine Learning, Time Series with SARIMA and Prophet, Plots with Matplotlib and Seaborn.

projects icon projects

These are my 2 projects done during the Data Science Bootcamp: King County Real Estate (EDA) and AirQo Ugandan Air Quality Forecast Challenge (Machine Learning)

streaming_movies icon streaming_movies

Analysis of the big dataset of movies on Disney+, Amazon Prime, Netflix and Hulu. Filter and visualise e.g. most common genres, runtime, languages and directors.

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