Staff / Principal AI Product Lead · Forward-Deployed
Staff / Principal-level AI product builder. I turn AI from experimentation into operational infrastructure — forward-deployed with the teams who use it, so systems can be trusted, audited, and safely scaled across the organization.
Agent networks that handle the full cycle — from requirements to deployment — with human-in-command control and full decision traceability.
Embedded with the client and users — building 0→1, shipping the fix, and owning the outcome. More founder than traditional PM.
Red-teaming, resistance testing, RAG quality, and root-cause attribution — proving AI is correct, not just plausible.
Platforms that explain why decisions were made — built for regulated environments, audit requirements, and long-term maintainability.
RAG pipelines, LLM tool-calling, MCP integrations, policy gates, audit logs, and role-based access at enterprise scale.
Product, BA, and delivery functions built from zero to scale — across EU, US, and LATAM teams in 20+ industry domains.
Before focusing on AI platforms, I led the design and delivery of complex enterprise systems across regulated and data-intensive domains:
I focus on operational AI platforms that are fast to build, safe to run, and trusted by the business.
Roles where AI becomes core enterprise infrastructure — not a feature, but a system teams rely on every day.
Let's build something that matters.
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