Hi, I'm Christian Mendieta.
I'm an AI engineer who builds production agentic systems and RAG architectures
for companies looking to move beyond AI experimentation into real deployment.
Over the past year, I've shipped multi-agent orchestration platforms, semantic
search systems processing thousands of queries, and LLM-powered applications
that run in production—not proof-of-concepts that sit on a shelf.
My background spans 20 years in the software industry—a mix of hands-on
engineering and technical leadership—including 5 years leading ML and analytics
teams at Autodesk that delivered systems generating $300M+ in business impact.
That combination gives me something most AI engineers don't have: I can build
the system AND understand the organizational and business context around it.
I build AI systems that solve real problems:
- Multi-agent orchestration (CrewAI, LangChain) for workflow automation
- RAG architectures for semantic search
- Self-hosted LLM infrastructure for privacy, compliance, and cost control
- Production deployments using Docker, FastAPI, and modern DevOps practices
I work with companies that need someone who can:
- Ship working AI systems in weeks, not months
- Navigate the gap between "AI could do this" and "AI does this in production"
- Build scalable infrastructure without vendor lock-in
- Understand both the technical implementation and the business impact
If you're a founder, CTO, or engineering leader looking to deploy agentic AI
systems or RAG applications that actually work, let's talk.
I'm based in Montreal and available for consulting, contract work, or
full-time opportunities.