Mario Alberto Chávez

Principal Full Stack Engineer · Ruby on Rails & Go · Product & Design
Colima, México · Remote, full US time-zone overlap · Spanish (native), English (professional)

Summary

Rails architect with 15+ years of production Rails and 25+ years building software. Co-founded michelada.io and grew it to 80 people with 75 engineers through its acquisition in 2020. CTO of Aoorora, a core banking platform for Mexican FinTech. Architect of a HIPAA and SOC 2 clinical data platform serving 60+ clinics. Creator of Rails MCP Server (571★). I design, build, ship and operate products end to end, from regulated platforms to my own SaaS products.

Skills

Rails backend
Ruby 4.0, Rails 2.x through 8.1, PostgreSQL, SQLite, Redis, Sidekiq, Solid Queue/Cache/Cable, multi-tenancy, audit trails, gems and engines, Minitest
Frontend
Hotwire (Turbo, Stimulus), Tailwind 4, importmap, PWAs, Web Push, component design systems, React and TypeScript where they fit
AI engineering
Agent harness design, MCP servers, RubyLLM, sandboxing and permission models, tool gating, token and cost architecture, Claude Code
Go
Daemons and CLIs (Cobra, Bubble Tea), SSE streaming, durable spools (bbolt), release packaging (Homebrew, .deb, .rpm)
Infrastructure
AWS, Heroku, Engine Yard, Kamal 2, Docker, Cloudflare (caching, page and WAF rules), GitHub Actions
Integrations
EHR systems, ACH, credit scoring, KYC/AML, Google APIs, WhatsApp; HIPAA, SOC 2, Mexico’s Ley Fintech

Experience

2023 – now

Maquina · Founder & Principal Architect

  • Build and maintain open-source Rails and AI tooling used with Claude Code and Cursor: Rails MCP Server, the Nexo agent harness, Recuerd0, Maquina Components and Generators.
  • Designed, built and run Fragua, Recuerd0, Halua and Liminal as a solo product owner, designer and engineer.
  • Contract architecture for US and Mexican companies: system design, brownfield assessment, AI integration.
2023 – Jan 2026

Confidential US healthcare group · Rails Architect, Clinical Data Platform

Contract · multi-site med spa group · seed to Series A
  • Designed the architecture and data pipeline from scratch and delivered it to production across 60+ clinic locations.
  • Built bidirectional integrations with 10 EHR systems, keeping millions of patient records consistent under HIPAA and SOC 2 controls.
  • Carried the company from seed through Series A without re-architecture, at 50K+ transactions per day. Led 4 Rails engineers.
2021 – 2023

Aoorora · Co-founder & CTO

API-first core banking platform for Mexican FinTech
  • Built lending infrastructure in Rails: single-payment credits, recurring credit cycles and full loan-lifecycle management.
  • Enforced tenant data isolation and a complete audit trail from day one. Led an 8-person engineering team and integrated 3 lending clients.
  • The company wound down in 2023 when its funding runway ended, before any client cleared CNBV authorization.
2015 – 2020

michelada.io · Co-founder & CTO

Rails consultancy · acquired by Arkus Nexus in 2020
  • Scaled the firm from zero to 80 people, leading 75 engineers across 30+ clients including Levi’s LATAM and Walmart Labs.
  • Rescued stalled Rails applications and ran migrations with zero planned downtime; acted as technical co-founder on contract for greenfield products.
Selected engagements: Atipica, Principal Engineer (CV ingestion pipeline, Slack/Uber/Thumbtack integrations) · Kueski, Platform Engineer (AML, KYC, compliance reporting) · Billfloat, Backend Engineer (Rails modernization, ACH and ML credit scoring).
2014 – 2015

Gastronaut · Co-founder

Curated food delivery in Mexico City. Rails back end for ordering and restaurant dispatch, RubyMotion iOS app. Closed before launch.

2011 – 2014

Crowd Interactive · Software Engineer → Business Development Manager

Rails consultancy partnered with Heroku and Engine Yard. Built client applications, then closed accounts including GoPro.

2005 – 2011

Reiter Affiliated Companies · Data Integrator (contract)

Integrated SQL Server MRP data and built an HQ data warehouse; in 2008 built a Rails app for data entry across ranches and branches.

1999 – 2005

Panasonic · Special Projects

COBOL, JCL, Easytrieve, Java and Visual Basic. Migrated mainframe applications to Oracle ERP for scheduling, capacity, inventory and finance.

Education

2009

Instituto Tecnológico de Tijuana · Computer Science Engineering (Ingeniería en Sistemas Computacionales)

Products & open source

Rails MCP Server 571★ · 36 forks

MCP server giving AI assistants token-efficient access to Rails codebases.

Fragua fragua.app

AI agent orchestrator that turns Rails feature specs into pull requests.

Recuerd0 recuerd0.ai

Versioned knowledge base that serves project context to AI tools.

Nexo agent harness

Sandbox, permissions and run event log on top of RubyLLM.

Halua · Liminal halua.app · getliminal.app

Vacation-rental micro-sites; private photo delivery for photographers.

maquina_components 139★

Rails UI component library on ERB, Tailwind 4 and Stimulus.

Community

Rails MX organizer · Author of Aprendiendo Ruby on Rails (railsenespanol.co) · Talks: From Prompt to MVP, Claude Colima (2026); Programando con AI, Playa SonTec (2025); Building a Modern Rails Application, Ruby Meetup (2024).