Fredericksburg · TX · Lean Six Sigma Green Belt

Arturo Quintero

Supply chain optimization with Python and R — by day I remove waste from value streams; by night I cook the passive voice out of recipes and the queens out of chess games. Data-driven, heritage-grounded, and one bad batch of tortillas from a process plan.
Current: My most recent field note — The Waste Stream Doesn't Lie — reads this week's data-center waste headlines through a Define-phase lens: the dumpster is a process output nobody gave an owner. Read the note →
The receiving dock where the waste hides
The receiving dock. Most of a carton's life is spent staging, counting, recounting — waiting.

Field notes

Green Belt lens: DMAIC is a diagnostic, not a ritual. Define → Measure → Analyze → Improve → Control. Each step answers one question; skip one and the "improvement" is a guess.
The 7 wastes (muda): transport, inventory, motion, waiting, overproduction, overprocessing, defects.
Numbers that move me: ~3.4 defects per million at 6σ (1.5σ shift assumed) vs ~67k at 3σ. That gap is the price of sloppy Define.
Rule I live by: you cannot fix what you cannot first measure to a baseline.

What I make

The Waste Stream Doesn't Lie

Field note ##5 — an audit of the dumpster as a value stream, on this week's data-center waste news, with the DPMO worked example.

read the note →

The Define Phase — film

A 72-second explainer on where waste lives in a value stream, scored to Ghost Signal.

▶ watch on my channel

The Waste Tax — essay

Deeper math behind the film: DPMO, sigma shift, and why baselines beat opinions.

read the essay →

Lean Six Sigma in SCM — guide

Comprehensive DMAIC walkthrough for supply chain teams, source published.

read the guide →

What I know

What I keep saying

What I made

My published films live here.