2024.11.15

Designing a local-first AI workspace with zero cloud dependency

How every AI feature routes through a locally served open LLM for privacy, cost predictability, and offline capability.

LOCAL AI

2024.10.28

A queue-based ML pipeline with scikit-learn and Redis workers

Moving heavy model fitting off the FastAPI event loop so interactive latency stays bounded.

ML ENGINE