building ML pipelines 2026

Building machine learning pipelines is one of those engineering domains that looks deceptively simple from the outside and is ruthlessly unforgiving in practice. Data arrives malformed. Feature engineering transforms compound invisibly. Training loops fail silently on edge cases. And the…