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StefanieStoppel/README.md

Header

Hellooooo 👋

My name is Steffi (she/her) and I'm a Software Developer turning Machine Learning Engineer. I'm passionate about learning more about ethical AI, how algorithms impact our societies and how we can use them to build a more equitable future.

Technologies I use...

  • 💻 Programming languages & frameworks: Python & JavaScript (especially Vue.js), but used to also code in Java (Spring Boot)
  • 🤖 Machine Learning: PyTorch, Keras, Scikit-learn, MLFlow, Optuna
  • 📊 Data juggling & visualization: NumPy, Pandas, Matplotlib, Seaborn, OpenCV, Open3D
  • 🏗 "Ops stuff": Docker, Gitlab CI, bits of Kubernetes & Helm, Google Cloud

Find me...

  • ... on Medium writing blog posts about Machine Learning, Python and improving my development workflows.
  • ... on Twitter mostly posting about fairness in AI & the occasional rant on the state of scientific repositories 😉
  • ... offline, as I also like to spend a considerable amount of my days not staring at a screen 🙈

Pinned

  1. pytorch-mlflow-optuna pytorch-mlflow-optuna Public

    Tutorial on training a PyTorch neural network model using MLflow for experiment tracking & Optuna for hyperparameter optimization.

    Jupyter Notebook 27 1

  2. dockerized-deep-learning dockerized-deep-learning Public

    Tutorial repo on debugging a PyTorch Neural Network model running inside a Docker container using VSCode.

    Python 8 2

  3. vue-flask-image-upload vue-flask-image-upload Public

    This repo contains an example application for uploading *.png images from the Vue.js frontend to a simple flask REST server which saves them to a local directory.

    Vue 2

  4. docker-watchdog docker-watchdog Public

    A repo that contains two docker containers, each watching a directory for the creation of a .png. The first creates a grayscale version of it, while the second inverts the newly created grayscale i…

    Python

  5. brain2boid brain2boid Public

    JavaScript 12 8