My Journey Building an LR-based ML Lifecycle

Building my first ML Lifecycle — a three-tier architecture for DSP Fallback CTR prediction — as a backend engineer without an AI background. The technical decisions I made, and what I learned through running it.

March 1, 2026 · 5 min read