I'm
Carlos Rivera
,
I build products & the
teams that ship them.
Former CTO and AI systems architect with 18+ years turning ambiguous ideas into production systems. I build what AI-first platforms run on: isolated agent runtimes, MCP tool integrations, durable transactional workflows, and the engineering teams that maintain them.
I've spent the last decade-and-change turning
complex ideas into people actually depend on: as CEO of an enterprise AI
consultancy shipping for banks, airlines, and global
consumer brands; as CTO of an insurtech that scaled to ; and today as the architect of agent infrastructure,
building isolated runtimes, stable MCP integrations, and
transactional outboxes that let LLMs safely execute
real-world APIs without corrupting core application
state. I've led engineering organizations of and delivered production systems for BBVA, Etihad
Airways, Grupo Bimbo, Cinépolis, and Scotiabank.
I'm the kind of person who , helping teams navigate the messy operational transitions of
moving to AI-first architectures, leading technical strategy
while remaining close enough to the codebase to write the core triggers,
and establishing the systems standards needed to survive production.
I've been coding since I was 14 -- started building for
fun, then at 18 I was writing at Hydra
Technologies, with stints at and .
When I'm not shipping, I'm on a trail, in the woodshop,
hunting for the best and , or
hanging with my dogs. Always down to talk about
interesting problems.
TypeScript · Python · Go · Rust · Agent Orchestration · Kubernetes · AWS · GCP · Azure
Things I've Built
Ocelo
↗macOS Screen Recorder · www.ocelo.app
A native macOS screen recorder that turns window captures into polished product demos: it automatically zooms in on clicks, smooths cursor motion, and frames recordings with presentation backdrops.
Folio
↗Markdown Document Publisher · folio
A Markdown publisher app that turns plain text files into boardroom-ready, publication-grade PDFs, with live paginated preview, custom cover pages, editorial typography themes, and LaTeX math.
bicio
↗iOS Commuter Companion · bicio.cool
iOS commuter companion for Guadalajara's MiBici that alerts riders before leaving home when stations will run out of bikes or empty docks, with favorite station tracking, push alerts, and e-bike filtering.
Beadle
↗macOS Menu Bar Companion · beadle
macOS menu bar companion for Beads that monitors autonomous agent swarms in real time, tracking background task execution, dev backlogs, and multi-agent workflows.
Companies I've Built
↗ Meshi
Community Intelligence · meshi.io
The intelligence layer for your community. Meshi finds the people each member should meet, and makes the introduction. I lead the agent platform behind it: Firecracker-sandboxed runtimes, multi-agent orchestration, and an MCP tool registry.
↗ Figuro
Insurtech · figuro.la
Digital insurtech platform scaled to $2.5M+ in written premiums in 18 months. Directly integrated with major insurance carriers (GNP, MetLife, Sura) across LATAM.
↗ Synx
Enterprise Systems · synx.co
Enterprise software and AI consultancy. Production systems for BBVA, Etihad Airways, Grupo Bimbo, Cinépolis, and Scotiabank across LATAM, the US, and the Middle East.
Selected engagement: CargoSprint
AI platform strategy and quality automation for a 170-person engineering organization. AI-assisted validation across CI/CD cut production defect rates by 90% and enabled initiatives representing ~$5M USD in annualized operational savings.
Want to build something together?
I'm open to on-call advisory, fractional CTO, and hands-on systems architecture roles. I work with early-stage founders making the jump to AI-first, and with established engineering organizations that need to modernize how they ship.
Latest writing
Recent posts
October 15, 2026
The Verification Cost of Plausible AI Output
When models stop writing nonsense, catching their mistakes stops being free and starts requiring domain expertise.
October 6, 2026
The Hardest Part of Zero to One Is Resisting the Urge to Do Too Much
When you are at zero, the panic reflex is to pile on features, tools, and ads to feel like you are making progress, while the only question that matters is whether you have a working machine.