StuckInALocalMinima

Thoughts on ML, code, and life’s local minima

Amazon S3 Vectors: What It Is, Where It Fits, and the Gotchas Nobody Tells You

6 min read · December 05, 2025

2025 · machine-learning, mlops
From scikit-learn to Faiss: Migrating PCA for Scalable Vector Search

8 min read · July 19, 2025

2025 · machine-learning, mlops, deployment
How to Start a Machine Learning Project Before Starting a Machine Learning Project

4 min read · July 09, 2024

2024 · machine-learning, mlops
DVC + Many Files: A Strategy for Efficient Large Dataset Management

5 min read · June 30, 2024

2024 · machine-learning, data, mlops