Jacob Tomlinson
Senior Software Engineer - RAPIDS, Cloud Deployment at NVIDIA
Exeter, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolJacob Tomlinson is a senior software engineer with 12 years of experience specializing in cloud deployment and GPU-accelerated data science tooling at NVIDIA, where he leads RAPIDS deployment and supports cross-team cloud adoption. He is an active open-source maintainer across RAPIDS and Dask, contributing both core library improvements (like array ergonomics and scheduler features) and robust Kubernetes/Helm-based deployment integrations. His background blends systems administration and DevOps expertise with applied research from the Met Office, giving him a practical feel for large-data workflows and production reliability. Notably, he has improved Kubernetes-native Dask integration, contributed deployment automation for pangeo and dask-docker, and added usability and config tooling that smooths multi-environment GPU deployments. Based in Exeter, UK, he also tinkers with the Python Kubernetes framework kr8s, reflecting a hands-on approach to bridging developer ergonomics and infrastructure.
12 years of coding experience
10 years of employment as a software developer
GCSE, Maths, Science, English, ICT, Graphic Design, Business Studies, Music, GCSE, Maths, Science, English, ICT, Graphic Design, Business Studies, Music at Dawlish Community CollegeA Level, Computing, Maths, Physics, Further Maths, Music Technology, A Level, Computing, Maths, Physics, Further Maths, Music Technology at Exeter College
English
Stackoverflow
3,566reputation
544kreached
71answers
26questions
pylint
top-5%
Github Skills (52)
git10
kubernetes10
github-ci10
docker10
google-cloud-platform10
python10
jupyter10
tornado10
configuration-management10
authentication10
user-authentication10
bash10
proxy10
dockers10
cicd10
Programming languages (26)
Github contributions (5)
dask/dask-docker
Aug 2019 - Sep 2022
Docker images for dask
Role in this project:
DevOps Engineer
DevOps EngineerContributions:3 releases, 36 reviews, 54 commits in 3 years 1 month
Contributions summary:Jacob's contributions primarily focus on improving the deployment process and infrastructure of the Docker images within the dask-docker repository. They added and modified a deployment script (ci/deploy.sh) to manage image tagging and pushing to Docker Hub. Further refinements were made to the script to fix dev tag labeling. Additionally, the user integrated testing and made updates to the `prepare.sh` script used in notebook images, including handling environment variables and adding tests.
docker-imagedockerdaskdocker-images
dask/dask-kubernetes
Feb 2018 - Jan 2023
Native Kubernetes integration for Dask
Role in this project:Back-end & DevOps Engineer
Back-end & DevOps EngineerContributions:1 release, 306 reviews, 230 commits in 4 years 11 months
Contributions summary:Jacob primarily contributed to the project by enhancing the Kubernetes integration for Dask. Their work included adding features to customize worker names via environment variables, updating logs to make pod specification optional, and incorporating widgets for displaying logs, showing expertise in Kubernetes and deployment. Further improvements included migrating the cluster to use SpecCluster and adding service configurations for proper communication between scheduler and workers. These contributions demonstrate a focus on system setup and maintenance for optimal performance.
k8skubernetesdaskkubernetes-native
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