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emsuru/README.md

Hi there, I'm Em! πŸ‘‹

I'm currently learning data science with Python. Have a look at my latest project repos:

  • End-to-end ML project, from data collection through to deployment:

  • A personal project:

    • my spotify grapher (solo) shows I can work with Pandas & Matplotlib for data manipulation & viz
  • My first ever 3 Python projects:


πŸ‘©β€πŸ’» Are we a good professional fit?

My career is twisty and spans almost 20 years. I spent roughly half of these in the creative sector and half in business. I hope to spend the next decade in tech & science. Over the years I changed fields but maintained professional interest in research, design, development, human connection.

Reach out to me on LinkedIn if you want to know more or want to work with me.


πŸ“Ί Are we a good cultural fit?

I'm driven by intellectual curiosity and I put high personal value on open knowledge for all. In human interaction I value transparency, authenticity, direct communication and generosity. My personal interests are broad, some of them are: cognitive science, comedy and ethics. You can also find me on Twitter.

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  1. charlie-01-data-collection charlie-01-data-collection Public

    Collects data to build a data set for ML from scratch, with BeautifulSoup & Requests

    Python 1

  2. charlie-02-data-analysis charlie-02-data-analysis Public

    Exploratory data analysis (EDA) and dataviz with Jupyter Notebooks, Matplotlib & Seaborn

    Jupyter Notebook

  3. charlie-03-ML-training charlie-03-ML-training Public

    A price predictor for residential properties in Belgium, with scikit-learn

    Jupyter Notebook

  4. charlie-04-ML-deployment charlie-04-ML-deployment Public

    ML model deployment: FastAPI endpoint for devs & Streamlit web app for non-technical users

    Python

  5. duo-scraper duo-scraper Public

    Collects data via web scraping & APIs and outputs a JSON file

    Python 1

  6. spotify-grapher spotify-grapher Public

    Generates stats graphs from your Spotify streaming data

    Jupyter Notebook