Marcin Zabłocki · Staff MLOps Engineer

Coffee &
machine learning

Notes on machine learning in production, Kubernetes, and the plumbing nobody writes about.

Latest posts

22 articles
2020·03

Training RoBERTa from scratch - the missing guide

15 min
2019·01

Using ResNet for MNIST in PyTorch

6 min
2018·10

Switch-case statement in Python

4 min
2018·04

Use Pandas DataFrames in scikit-learn FeatureUnion and Pipelines

4 min
2017·08

Stroke Width Transform algorithm for Python

8 min
2017·06

Schedule Python Apache Beam DataFlow pipeline using App Engine CRON service

8 min
2017·05

Sentiment analysis of tweets with Python, NLTK, word2vec & scikit-learn

28 min
2017·04

Setup Apache Kafka in Docker on Windows

5 min
2016·05

Setup ASP.NET Core 1.0 debugging on Ubuntu 16.04

4 min
2016·04

Sitecore Dynamic Field Editor Custom Experience Button

6 min
Who writes this

Staff MLOps Engineer at Printify, Poznań University of Technology graduate. I ship models, then keep them alive — and write down what broke on the way.