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Butch MartirezThe Working Record
Metro Manila · remote-first · US/UK/EU/APAC

Process rigor that actually ships.

I'm Butch — a Lean Six Sigma–trained PM/BA who now builds AI products end-to-end with a governed agent cohort. I measure before I build, I ship in the open, and this page is itself the demo.

7+years

delivery, BA & process roles

4industries

finance · healthcare · gov · enterprise

203tests green

across a product build I led end-to-end

0a11y issues

across its audited frontend

01 / How I operate

How I operate

  1. /01

    Measure before you build.

    Baseline first, opinions second. If the data says the problem isn't worth solving, I'll say so — even when that costs me the engagement.

  2. /02

    Ship in the open.

    Test counts, coverage, decision logs, honest roadmap labels. Work you can inspect beats work you have to take on faith.

  3. /03

    Own the outcome.

    Not the hours, not the deck — the working thing and what it changed. Systems that hold up when I'm not in the room.

02 / What I do

Two ways to work with me.

Consulting — via my studio

Engagements through MAE-I Technologies

  • AI-readiness assessment: where AI pays off, and where it doesn't
  • Agentic build sprints — tested, code-reviewed working software
  • Process excellence: DMAIC-based diagnostics with real statistics
  • Privacy-first automation for confidentiality-bound teams

Delivered under a gated pipeline with an AI engineering cohort — my studio, MAE-I Technologies.

Select roles — FTE or contract

Where I add value inside a team

  • Delivery / project management for digital & AI programs
  • Business analysis: requirements, BPMN, UAT, data migration
  • Process improvement with honest Six Sigma discipline
  • AI-adjacent transformation — the PM who can also build

Open to the right team and problem — résumé shared on request via the contact section.

03 / Proof

Things I've shipped.

Own products only — client work stays confidential, always.

Own product · multi-agent PM/BA

MAE-I Assist — LLM agents doing real PM & BA work

My studio's flagship in build: a meeting-intelligence product where a governed cohort of agents — PM, BA, meeting capture, coordinator, formatter — turns raw meetings into PMO deliverables: structured minutes, action items, decision records, a living board. All-Claude privacy-preserving router; never trains on customer data. Synthetic demo data.

Interface preview: a PM dashboard where five specialist agents complete meeting-processing tasks, then a deliverables screen publishes a kickoff minutes document with five action items. All content is fictional demo data.

  • 264 tests green
  • all-Claude router
  • dogfood tenant provisioned

own product, in build — shown as capability, no customer claims

Product build · deployed

Attendance & payroll, ₱0 infrastructure

A deployed attendance and payroll app for a small F&B team — country-correct overtime, remote clock-in, capability-based access. Synthetic demo data.

Interface preview: a phone clock-in screen for a fictional employee showing a confirmed 8:00 AM clock-in with GPS logged. Demo data only.

  • 94 tests green
  • country-correct OT
  • live deployment
Live demo · you're reading it

This page

Every section runs one modern front-end technique — scroll-driven animation, container queries, view transitions and more — each with an accessible fallback.

See how it works ↓

Also built: a BIR tax record-keeping & estimator kit for PH freelancers (59 tests green · my own IP · not tax advice).

04 / How I work

One method, any problem.

Step 1

Define

The problem in the client's words, the boundary conditions, and what "done" means — agreed before anything else.

Step 2

Measure

Baseline the current state with real data. No baseline, no claims later.

Step 3

Build

Test-driven, in small verified slices — by hand or with the agent cohort, always under review gates.

Step 4

Verify

Drive the real flow end-to-end. Tests passing isn't the finish line; the working thing is.

Step 5

Operationalize

Runbooks, handover, and honest measurement of what changed — 30, 60, 90 days after.

05 / Where I've been

The arc, without the logos.

Titles, industries, and outcomes — employers and clients stay private by design.

Phase 1 — PM/BA foundation

Business Coach / Consultant

FMCG advisory · 2019–2020

Business simplification coaching for FMCG operators.

Business Analyst

Global investment services · 2020–2022

Requirements, process documentation, and UAT for fund-services operations.

Phase 2 — Six Sigma discipline

Lean Six Sigma Black Belt Consultant (freelance)

Training & consulting · 2021

DMAIC projects and Green Belt coaching after completing Black Belt training (trained, not certified).

Regional Program Manager → General Services Manager

Multinational facilities services, APAC · 2022–2024

Program-managed services for a multinational FMCG account across APAC — ₱50M budget scope, 93% KPI attainment across 27 sites, ₱1.5M in verified savings.

Phase 3 — Digital & process engineering

Senior Business Process Engineer

Fintech / govtech · 2025

BPMN process architecture, BDD/TDD requirements, and eKYC / e-verification proof-of-concepts.

Project Manager, Process & Delivery

Healthcare / HMO benefits automation · Dec 2025 – Jul 2026

Delivery leadership in the health-benefits automation domain.

Phase 4 — Building & consulting

Independent AI Consultant & Builder — Founder, MAE-I Technologies

AI products & consulting · 2025–present

Shipping my own products with a governed AI engineering cohort; consulting on AI readiness, agentic builds, and process excellence.

06 / Credentials

Training & credentials.

Lean Six Sigma Yellow Belt

SixSigmaPH · 2020

certified

Lean Six Sigma Green Belt

SixSigmaPH · 2020

training completed

Lean Six Sigma Black Belt

SixSigmaPH · 2020 — practicing the methodology

training completed

Scrum Fundamentals Certified (SFC)

VMEdu · 2025

certified

BS Service Engineering & Management

Mapúa University · 2014–2018

degree

Agentic AI Accelerator

Xaltius · 2026 — multi-agent capstone on LangGraph

in progress

07 / About

The person behind the record.

I started in operations and business analysis, learned to measure things properly through Lean Six Sigma, and spent seven years delivering projects across finance, healthcare, government, and multinational enterprise. Somewhere along the way I stopped being satisfied with recommending things and started building them.

Today I run MAE-I Technologies — an independent AI engineering studio where a governed cohort of AI agents builds production software under test-driven development and mandatory code review. The discipline I learned measuring factory-floor processes is the same discipline that gates every merge.

I try to keep it simple: metrics over adjectives, roadmap labels over promises. If that sounds like how you want your project run, we'll get along.

Based
Metro Manila, Philippines
Works
Remote-first · US/UK/EU/APAC hours
Languages
English · Filipino
Studio
MAE-I Technologies (founder)
Elsewhere
linkedin.com/in/butchmartirez

08 / How this page works

Every section demonstrates one technique. This is the index.

View Transitions API
The theme toggle morphs light↔dark via document.startViewTransition where supported; instant swap everywhere else.
CSS scroll-driven animations
The top progress bar runs on animation-timeline: scroll(); the career timeline and the method cards enter on view() — pure CSS, @supports-gated, gated so unsupported browsers simply render the final state.
Container queries
The two-track cards in "What I do" reflow based on their container's width, not the viewport.
:has() parent selection
Credential rows highlight when the status chip inside them is hovered — no JavaScript.
Sticky card-deck scene
The method steps stack like a card deck as you scroll — pure position: sticky, the scrollbar is the camera. No scripting, nothing to trap your scroll.
@property animation
The contact button's rotating gradient border animates a registered custom property; it renders as a static gradient in browsers without support and under reduced motion.
text-wrap: balance / pretty
Headlines balance and paragraphs avoid orphans — the quiet technique proving craft isn't only animation.
Performance & access as features
Zero-JS baseline (all content renders with scripts off), one-shot non-looping motion, full prefers-reduced-motion paths. Lighthouse and axe runs gate every release — measured, not claimed.

Built and maintained with the MAE-I Build agent cohort — the same gated pipeline I run for client work.

09 / Contact

Let's build something measurable.

A short, no-obligation call — consulting scope or a role conversation, your pick.

Client work is handled through my studio, MAE-I Technologies. Confidential enquiries welcome — sensitive materials are handled on a privacy-first, self-hosted stack.