Tag
#MLOps
Search Posts
Search across all published posts.
Your GPU Is Bored: A Practical Utilization Playbook
A measurement-first guide to finding GPU idle time, fixing input stalls, tuning precision and batches, and improving training or inference throughput.
Containerizing AI Applications: Architecture and a Hugging Face Example
A practical guide to containerized AI application architecture, with design patterns and a working FastAPI service powered by a Hugging Face model.
The 99.4% Accurate Model That Caught Zero Fraud
A fraud detection story about why accuracy is the most overrated metric in ML, told through one embarrassingly lazy model.