AI & Software ArchitectMexico · RemoteMX --:--:--

Composable commerce, engineered with AI that actually ships.

ContentstackcommercetoolsStripeFluent CommercePayments · PCI DSSClaude CodeMCPNext.jsTypeScriptVeo · Kling · Seedance
[ 01 / ]

86%of 398 PRs merged through my AI review gate
13.4×faster p95 after the Telcel.com migration
0regressions vs live production on go-live
1,100+AI video clips directed for TEMIXTITAN
[ 02 / ]

AI that the team actually adopts

I don't ship demos. I ship Claude Code tooling that becomes how a team works — measured by who uses it and what changed.

Shared Claude Code setup

/pr-review --validate

Upstreamed into Orium's shared Claude Code setup: reviews build and test the PR head against its merge-base, so they report real regressions — not a base branch that was already red. Other teams' workflows now build on it.

Claude app skills

Org skill library

QA day planner used daily by QA, an inbox digest with a phishing pass tested on 61 cases, a cross-timezone meeting booker and a timesheet builder — shipped to the company's Claude skill library.

MCP server · OMS

Fluent Agentic Assistant

Fluent Commerce is powerful and notoriously hard to work with. This MCP server lets Claude read its live GraphQL schema, turn plain-language questions into validated queries and run them — no specialist needed.

GraphQL tools for the agent
5
GraphQL tools for the agent
Agentic audit · Contentstack

StackAudit

Agentic readiness audit for Contentstack stacks (LangGraph + Claude). I built the executive report, run comparison and the shift from pricing to a scoped remediation backlog.

scoped fixes across 6 client stacks
48
scoped fixes across 6 client stacks
[ 03 / ]

Work that shipped

Commerce platforms, migrations and AI products — for clients and for Orium.

  1. 01Generative AcceleratorOrium
  2. 02Stripe × commercetools ConnectStripe
  3. 03Telcel.com cloud migrationTelcel
  4. 04Payment orchestration platformTelcel · Claro Pay
  5. 05PortageOrium R&D
  6. 06Fluent Agentic AssistantOrium · Fluent Commerce
  7. 07StackAuditOrium · Contentstack practice
  8. 08Incident forensics & resilienceFortune-10 tech company
  9. 09Mi Telcel & Mi Telcel EmpresasTelcel
[ 04 / ]

After hours, I direct films with AI

Freelance & own studio work: historically-sourced cinema, short films and books, produced end-to-end with generative video.

TEMIXTITAN
Nocheztli Studio · 2026

A film and series about the fall of Tenochtitlan (1519–1521), told through Malintzin — every shot sourced, every frame generated, produced end to end with AI video.

Case study
[ 05 / ]

The stack I lead with

commercetoolsContentstackStripeFluent CommerceClaudeNext.js

01 — AI engineering

  • Claude Code (skills, subagents, hooks)
  • Model Context Protocol (MCP) servers
  • Claude API / Anthropic SDK
  • LangGraph · LangChain
  • Agentic code review & QA
  • Generative video (Veo, Kling, Seedance)

02 — Composable commerce

  • commercetools (+ Connect)
  • Contentstack
  • Stripe
  • Fluent Commerce OMS (certified)

03 — Payments & security

  • Payment orchestration & gateways
  • PCI DSS compliance
  • Tokenization & vaulting (HashiCorp Vault)
  • Fraud scoring & anti-fraud
  • Retries & payment notifications
  • Multi-method payments (cards, cash, wallets, bank)

04 — Frontend

  • Next.js
  • React
  • TypeScript
  • Tailwind CSS
  • Playwright

05 — Backend & platform

  • Java
  • Node.js
  • GraphQL
  • Python
  • MongoDB
  • Kafka
  • Redis
  • Oracle
  • Docker Swarm
  • RHEL
  • Vercel
[ 06 / ]

Where I've built

  1. Jan 2025 — PresentRemote (Canada)

    Orium

    Senior Software Engineer · Tech Lead

    Lead engineering on composable commerce and AI-native delivery for Orium's clients and products — commercetools, Contentstack, Stripe and Fluent Commerce, with Claude Code woven into how teams build, review and ship.

    • Migrated the Telcel.com backend to a new Docker Swarm cloud as sole operator (p95 13.4× faster), then reinstalled it on RHEL 9.8 with zero regressions vs. live production.
    • Built the AI self-review merge gate for the Generative Accelerator: 86% of 398 PRs, median open-to-merge 26.3h → 8.9h, merged PRs per week 7 → 52.
    • Shipped bank transfers, ACH subscriptions and async payment states in Stripe's official commercetools Connect connectors (public releases).
    • Created Portage, an MCP server that scopes Stripe API upgrades with cited evidence, and contributed the executive layer of StackAudit (Contentstack).
    • Built the Fluent Agentic Assistant, an MCP server that lets Claude work with Fluent Commerce's OMS: live GraphQL schema introspection, plain-language query generation, validation and execution.
    • Upstreamed review tooling into the company-wide Claude Code setup and shipped org skills (QA day planning, inbox digest, scheduling, timesheets); run a weekly internal Claude community group.
    • Led the database forensics and postmortems for two production outages at a Fortune-10 tech client.
    • commercetools
    • Contentstack
    • Stripe
    • Fluent Commerce
    • Next.js
    • TypeScript
    • Java
    • Docker Swarm
    • Claude Code
    • MCP
  2. 2015 — PresentMexico City

    Gluo

    Software Architect · Tech Lead

    Grew from Java developer (2015) to tech lead and, since 2019, software architect for Telcel's digital platforms — owning the designs, the delivery and the handoff to Telcel's operations teams.

    • Designed Telcel's payment orchestration platform (Gestor de Pagos): a gateway with workers in front of 8+ payment engines, retries, anti-fraud scoring and PCI DSS-compliant tokenization with HashiCorp Vault — on Java, MongoDB, Kafka and Redis.
    • Architect of Telcel's self-service platforms: Mi Telcel's Java microservices (60+ SOAP integrations), the migration of Mi Telcel Empresas to the Ixtlahuaca data center (2022–23) and its Java 21 / Spring Boot 3 modernization.
    • Java
    • Spring Boot
    • Spring Cloud
    • MongoDB
    • Kafka
    • Redis
    • Oracle
    • MySQL
    • Docker Swarm
    • HashiCorp Vault
    • PCI DSS
  3. Jan 2014 — Jun 2015Toluca

    HSBC

    Java Web Developer

    Java web applications on Oracle, with Spring MVC and REST services.

  4. Aug 2013 — Dec 2014

    Grupo GC

    Java/PHP Developer

    Java and PHP web development.

  5. 2026 — PresentMexico

    Nocheztli Studio

    Founder · AI film director (independent / freelance)

    Independent studio producing historically-sourced film, shorts and books with generative video — TEMIXTITAN and its companion series.

    • Wrote and directed TEMIXTITAN: bilingual teaser, prologue and Day of the Dead short, with 1,100+ generated video clips under a source-cited bible.
    • Built the production pipeline: Veo 3.1, Kling and Seedance 2.5 on Higgsfield, ElevenLabs voices, and Python + FFmpeg tooling for editing, vertical cuts and QA.
    • Veo 3.1
    • Kling
    • Seedance 2.5
    • Higgsfield
    • ElevenLabs
    • Python
    • FFmpeg
Education
  • B.Eng. in Computer Systems Engineering — Software DevelopmentInstituto Tecnológico de Zitácuaro (TecNM) · 2007–2012
[ 07 / ]

Composable commerce, AI-native delivery, or a film about the past. Write me.

isc.fco.javier.ortuno@gmail.com