Christian Bourlier

AI Systems Architect

Bounded AI systems that ship.

I build the production infrastructure where AI agents do reliable, governed work at scale. Author of CacheBash — a 60+ tool MCP server for multi-agent orchestration.

0Daily Records Processed
0Pipeline Uptime
0Engineers Mentored → 75% Promoted
0Throughput Improvement
See what's running

He does not just build things — he thinks about the whole system. He went from zero familiarity to owning the implementation within weeks. He moves comfortably between the technical and business sides without losing depth in either. That combination is rare.

Puneet GangradeData Science & Engineering Lead, Monks
Direct Manager

He doesn't just solve the problem in front of him. He solves the one underneath it. Adding Christian to any project improves the room and the results.

Michael NeveuAI & Data Transformation Executive
Direct Manager

The client went on to increase their work with us... resulting in multiple six figures in continued work.

He isn't just a coder; he's a strategic asset who understands how technical KPIs drive revenue expansions for global companies.

Koichi SakamakiCloud & Data Lead
Peer

Calm, methodical execution. He doesn't cut corners under pressure; he leans into the documentation and automated monitoring.

Worked with teams at

Hyundai
Mitsubishi
Hootsuite
St. Jude
Mattel
Nationwide
Google
Samsung
TechSmith
Spotify
Square
Sprint

Systems

What's running in production

CacheBash

Production

mcp-relay + persistent-task-state

Production MCP server with 60+ tool endpoints for multi-agent coordination on Claude Code. Handles task dispatch, relay messaging, persistent state, sprint orchestration, and fleet telemetry across distributed agent sessions.

Cloud RunFirestoreTypeScript
npmjs.com/package/@rezzed.ai/cachebash

Rezzed.ai

Production

bounded-multi-agent-orchestration

Role-specialized multi-agent system where 10+ LLM-powered agents operate within identity-scoped boundaries, static context budgets, and pre-tool-use policy gates with constitutional safety governance.

Claude CodeVertex AIMCPCloud Run
rezzed.ai

OptiMeasure

Production

privacy-first-ai-measurement

Cookieless marketing attribution engine generating channel-level and tactic-level budget recommendations. Compressed modeling latency from 6 months to 6 weeks. Serving 3 enterprise clients in active contracts.

PythonVertex AIBigQuery
optimeasure.io

How I Think

01DIAGNOSEMap the system
02BOUNDDefine constraints
03ORCHESTRATEWire the agents
04INSTRUMENTMeasure everything
05DEPLOYShip to production
06ITERATEEval-driven loops

Evidence

Verifiable proof

Open Source10 packages on npm

AI & Orchestration

MCP Server Development
Multi-Agent Orchestration
System Prompt Engineering
LLM-as-a-Judge Evals
Vertex AI
Claude Code
Policy-Gated Tool Use
Safety & Audit Systems

Cloud & Infrastructure

GCP (Cloud Run, BQ, Firestore)
Terraform
Event-Driven Architecture
GitHub Actions CI/CD
GCP Professional Data Engineer
GCP Professional Cloud Architect

Christian builds real trust with executives and clients. He communicates clearly, stays calm, and inspires confidence in both the strategy and the delivery. He's the kind of leader who makes teams stronger.

Oksana DavydenkoAnalytics LeadPeer

You don't just get someone who does the job. You get someone who improves the room. That's what creates lasting results.

Rich LubyCareer Services Director, GalvanizeTeacher

I wasn't a junior complicating his workday, but a potential asset to the broader team who would benefit from the knowledge and insights of someone more experienced. I left our first 45-minute call with a path forward that I couldn't have hoped to chart on my own.

Nyamekye BoatenSenior Analyst, MonksMentee
2025Present

Founder & Principal Architect — Rezzed.ai

AI-native tooling studio. CacheBash MCP server, multi-agent orchestration framework, 10 open source packages on npm. Bounded systems that ship.

2025Present

Co-Founder & Principal Architect — Three Bears Data

Marketing measurement studio. Architected OptiMeasure — cookieless attribution engine (Python/Vertex AI). 3 clients in contracts.

20212025

Data Engineer → Senior Data Engineer — Monks

High-availability data pipelines processing 60M+ daily records at 99.9% uptime. Privacy-preserving analytics optimizing $10M+ in media spend. Mentored 8 engineers (75% promotion rate).

20192021

Technical Solutions Engineer → Data Scientist — MightyHive

Predictive modeling with clean room data. Refactored legacy systems into production microservices — 10x throughput improvement.

20182019

Software Engineering — Hack Reactor @ Galvanize

Immersive engineering program. The pivot from operations to code.

20022017

Prior Career

Professional poker player for a decade. Risk management, probability modeling, and pattern recognition under pressure — skills that translate directly to building reliable systems. District operations leadership, real estate.

Get in touch

Building something that needs bounded AI infrastructure? Let's talk.