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Open to AI infrastructure & forward-deployed roles

Five years in DevOps and SRE — now architecting production LLM, RAG and agent systems on Google Cloud.

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Reliability is a design property, not a dashboard you add later.

What I do

01

DevOps & SRE

Terraform estates, CI/CD golden paths, GitOps delivery. Five years making distributed systems boring.

02

AI & LLM Systems

Multi-agent orchestration, RAG pipelines with hardened retrieval boundaries, evaluation harnesses that keep models honest.

03

Cloud Architecture

Google Cloud by default — Cloud Run, Firestore, Vertex AI, keyless deploys via Workload Identity Federation.

Selected work

All case studies
FDE

Forward Deployed Agent Workflows at Enterprise Scale

A deterministic multi-agent platform deployed inside a client environment in under two weeks — sequential orchestration replacing open-ended prompt chaining, with full trace observability on every hop.

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Banking

Banking LLM Architecture Inside a Regulated Perimeter

LLM-backed customer operations for a financial institution where data residency, auditability and deterministic validation are non-negotiable — and the model is the least interesting component.

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RAG

Enterprise RAG: Treating Retrieval as a Security Control

A retrieval pipeline over 400k internal documents where permissions are enforced at retrieval time, not filtered afterwards — because post-filtering a leaked chunk is already too late.

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5+
Years in cloud & platform
4×
GCP Professional certified
8
Enterprise case studies
5
Prototypes & artifacts

Building something that needs to survive production?

I'm open to AI infrastructure and forward-deployed engineering work.

Get in touch