Sarah Glasmacher
Sarah Glasmacher
my journey through ML and studies
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ML Ops

“Side-by-side comparison of a disorganized ML project folder and a refactored version using the Python src/ layout”
ML Ops

Adding a src/ Folder to an Existing ML Project: Step-by-Step Guide

So you already created a repository for your ML project, but now you want a better way to organize your
What is MLflow model logging and when do I use which logging method?
ML Ops

What is MLflow model logging and when do I use which logging method?

If you’ve trained a machine learning model and thought “Wow, this one is actually good!”, only to realize a
How to set up pgvector with Docker: Local Vector Database for Text Embeddings
ML Ops

How to set up pgvector with Docker: Local Vector Database for Text Embeddings

In this post, I'll walk you through how I set up a local vector storage system using pgvector,
How to build a Python package with uv and install it locally
ML Ops

How to build a Python package with uv and install it locally

This post will walk you through the steps to build a simple Python package and install it locally on your
How to Set Up Poetry for Python: A Step-by-Step Guide to Better Package Management
ML Ops

How to Set Up Poetry for Python: A Step-by-Step Guide to Better Package Management

I've always been a pip + venv (yes, not even virtualenv) user. Conda never played nice with me. However,