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
2026·01

How to connect to Home Assistant from anywhere using NordVPN meshnet

6 min
2024·10

Kubernetes: podAffinity with NotIn vs podAntiAffinity with In

6 min
2023·05

Twitter Sentiment Analysis on BigQuery using ONNX + Huggingface Transformers

11 min
2023·04

Deploy MLflow models on BigQuery

11 min
2021·04

Robust Subspace Recovery Layer implementation in PyTorch

10 min
2021·02

13 features of PyTorch that you should know

12 min
2021·01

Using ResNet for MNIST in PyTorch 1.7

4 min
2021·01

Stroke Width Transform (SWT) for Python 3 & docker

5 min
2020·07

Understanding & implementing SimCLR in PyTorch - an ELI5 guide

18 min
2020·03

Custom classifier on top of BERT-like Language Model - guide

13 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.