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Hi I´m Jay 👋

I 💛 working with distributed systems & Kubernetes in the ML space as architect & engineer

BIO

I worked on some (successful and some not so successful) out-of-the-box projects in the ML & Data space, building up Infra & Algorithms from scratch and bringing it into operations.

Picked up my fair share of Lessons learned along that path and always on the hunt for new things to learn.

Things i work with:

Go Python GraphQL

Kubernetes Terraform Docker

GitHub GitLab Visual Studio Code

AWS Azure

Playstation 4 Apple

  • 🌍 I'm mostly active around Kubernetes and Kubeflow and their respective ecosystems

  • 💬 I´m interested in Open Source Machine Learning and its ecosystem, Kubernetes, ML Lifecycle Optimization, ML & Data Architecture, Engineering Management,

  • ⛳ Hole in counter: 1

  • 🌱 Motto: Eat first ask later - it broadens my perspective

  • I get productive after meetings....

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Jay's Projects

awesome-pipeline icon awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

github-templates icon github-templates

A collection of templates and documentation to help you manage your mod repos on GitHub.

jetson icon jetson

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

lambda-docker-streamlit-cdk icon lambda-docker-streamlit-cdk

Example how to use lambda and custom containers to create serverless microservice for ML Inference for CPU bound requests

redisearch icon redisearch

Fulltext Search and Secondary Index module for Redis

serverless icon serverless

This is intended to be a repo containing all of the official AWS Serverless architecture patterns built with CDK for developers to use. All patterns come in Typescript and Python with the exported CloudFormation also included.

shap icon shap

A unified approach to explain the output of any machine learning model.

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference based on NVIDIA implementation

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