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Welcome to my GitHub! 🌙✨

Hi, I'm Eden (she/her) 🦇 tldr; I'm a machine learning engineer from the UK who loves art, AI and robots.

Currently I am very interested in scaling and productionising ML systems (MLOps), in particular for computer vision applications 👓 My background is a mixture of computer vision, medical imaging, deep learning and psychology. I've also previously worked as a data scientist, and at a startup analysing super-resolution microscopy images! 🔬

In my spare time you can find me practing aerial arts, reading and tabletop gaming 🌃

My technical interests 🤍

👁️ Computer vision & image processing
🤖 MLOps
🏥 Robotics and embedded applications
👾 AR and VR

I blog about these areas and more here ➡️ ekwksa blog

Get in touch 📪

Latest blog posts 🖊️

ekwska's Projects

12-days-codemas icon 12-days-codemas

A repo to contain my code for the 12 days of Codemas advent calendar from ThePiHut 🎄🤖

bentoml-mlflow-demo icon bentoml-mlflow-demo

A project to run a full end to end ML system 🤖 using MLFlow for tracking, and BentoML for packaging and serving 🍣

buffybot icon buffybot

A Discord bot for making sure you don't lose your place in your Buffy marathons 🧛‍♀️

dicomtomesh icon dicomtomesh

A command line tool to transform a DICOM volume into a 3d surface mesh (obj, stl or ply). Several mesh processing routines can be enabled, such as mesh reduction, smoothing or cleaning. Works on Linux, OSX and Windows.

ffai icon ffai

The Fantasy Football AI framework.

ganfluencer icon ganfluencer

Experimenting with GANs to generate "beauty influencer" YouTube thumbnails

lost-data-chaser icon lost-data-chaser

For the 'Chasers of the Lost Data' challenge for the SpaceApps 2019 Hackathon

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

yellowbrick icon yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

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