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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 🙈

stefaniestoppel's Projects

breg-next icon breg-next

Implementation of the BReG-NeXt architecture

completion3d icon completion3d

Source code for baselines of the Stanford 3D Point Cloud Completion Benchmark (completion3d.stanford.edu) and TopNet: Structural Point Cloud Decoder, CVPR 2019

covid19 icon covid19

Visualize and compare COVID 19 growth rates of different countries

d3ml icon d3ml

A library that visualizes how machine learning algorithms work using d3.js

docker-watchdog icon docker-watchdog

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 image.

dockerized-deep-learning icon dockerized-deep-learning

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

emosic icon emosic

Song recommendations for your current mood

gestenspiel icon gestenspiel

A very simple game using the webcam and a little light as controls

googlemapstest icon googlemapstest

A small test using Code examples from http://www.androidhive.info/2013/08/android-working-with-google-maps-v2/

interview_preparation icon interview_preparation

This repository is designed to help beginners in data jobs train for their initial job interviews.

microexpnet icon microexpnet

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

muse-osc-to-lsl icon muse-osc-to-lsl

This little code example listens for OSC messages on UDP Port 5001 and forwards the eeg messages to an LSL Outlet.

one-pixel-attack icon one-pixel-attack

Keras reimplementation of "One pixel attack for fooling deep neural networks"

pcn icon pcn

Code for PCN: Point Completion Network in 3DV'18 (Oral)

plotly-playground icon plotly-playground

Playing around with how to create interactive plots using Plotly Dash for the bike sharing dataset.

pyodide-playground icon pyodide-playground

This repository is my playground to try out the functionalities offered by Pyodide.

pytorch-mlflow-optuna icon pytorch-mlflow-optuna

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

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