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vtuulos

780 karma · joined February 28, 2011

Helping companies build real-world ML/AI systems.

CEO/co-founder/customer support representative at https://outerbounds.com

I started https://metaflow.org at Netflix where I led ML infra for 3+ years. I wrote a book about my learnings:

https://www.manning.com/books/effective-data-science-infrastructure

Earlier projects:

http://traildb.io

http://tuulos.github.io/sf-python-meetup-sep-2013/

http://discoproject.org

submissionscomments

Introducing Configurable Metaflow

netflixtechblog.com·2 pts·vtuulos·
0

Fast Data: Loading Tables from S3 at Lightning Speed

outerbounds.com·2 pts·vtuulos·
0

Show HN: Train an LLM with Metaflow, Featuring Dolly

outerbounds.com·3 pts·vtuulos·
0

Show HN: Learn ML and AI infrastructure in the browser

outerbounds.com·13 pts·vtuulos·
3

Better Airflow with Metaflow

outerbounds.com·8 pts·vtuulos·
3

MLOps for Foundation Models: Whisper and Metaflow

outerbounds.com·1 pts·vtuulos·
0

Orchestrating Data/ML Workflows at Scale with Netflix Maestro

netflixtechblog.com·1 pts·vtuulos·
0

Metaflow Sandboxes: Free Data Science Infrastructure in the Browser

outerbounds.com·4 pts·vtuulos·
0

Show HN: I Wrote a Book, Effective Data Science Infrastructure

outerbounds.com·5 pts·vtuulos·
1

Testable Technical Documentation with Notebooks, Nbdev, and Docusaurus

outerbounds.com·3 pts·vtuulos·
0

Integrating Pythonic visual reports into ML pipelines

outerbounds.com·6 pts·vtuulos·
0

MLOps and DevOps: Why Data Makes It Different

oreilly.com·4 pts·vtuulos·
1

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform

netflixtechblog.medium.com·4 pts·vtuulos·
0

Simple Production ML with Metaflow and Seldon

seldon.io·4 pts·vtuulos·
0

Data scientists shouldn’t need to know Kubernetes

huyenchip.com·181 pts·vtuulos·
114

Data scientists shouldn’t need to know Kubernetes

huyenchip.com·5 pts·vtuulos·
0

Improving Data Science Processes to Speed Innovation

medium.com·5 pts·vtuulos·
0

Unbundling Data Science Workflows with Metaflow and AWS Step Functions

netflixtechblog.com·5 pts·vtuulos·
0

Metaflow, Netflix's Python framework for data science, is now open source

metaflow.org·517 pts·vtuulos·
114

TrailDB 0.6 Released

tech.adroll.com·3 pts·vtuulos·
0

Querying Data in Amazon S3 Directly with User-Space Page Fault Handling

tech.adroll.com·12 pts·vtuulos·
0

TrailDB – An Efficient Library for Storing and Processing Event Data

tech.adroll.com·212 pts·vtuulos·
54

Managing Containerized Data Pipeline Dependencies with Luigi

tech.adroll.com·8 pts·vtuulos·
0

Petabyte-Scale Data Pipelines with Docker, Luigi and Elastic Spot Instances

tech.adroll.com·51 pts·vtuulos·
5

D is for Data Science

tech.adroll.com·26 pts·vtuulos·
1

Customizable analytics for your GitHub repositories

blog.bitdeli.com·2 pts·vtuulos·
0

Build Data-Driven Email Campaigns in 5 Easy Steps

blog.bitdeli.com·3 pts·vtuulos·
0