I work at the intersection of architecture and execution: retail chatbot systems, batch AI pipelines, agent platform delivery, generative media production, and developer enablement across GCP, Azure, and AWS.
Hands-on support from first architecture sketch to operational hardening.
Review current architecture, identify technical and operational risks, and define a practical implementation path.
Design and delivery support for assistant experiences that perform reliably in real retail operations.
Operational pipeline design for high-volume generation, transformation, enrichment, and integration workloads.
Adoption and delivery across the GCP Agent platform, Microsoft Foundry, Copilot Studio, and modern developer tooling — so builders ship faster, with confidence.
Image and video generation models applied to real marketing output. I've produced campaign-ready creative for PUMA and independent ventures — from concept through finished asset.
Vendor-neutral decisions backed by hands-on depth in each ecosystem.
Gemini 3 Pro and 2.5 Flash workflows, Google ADK, Vertex AI Studio, and Google AI Studio implementation patterns.
Microsoft Foundry, Copilot Studio, and AI Builder — adoption patterns aligned to business workflows and governance.
Reference architecture and delivery guidance across AWS, GCP, and Azure with vendor-neutral decision criteria.
Let's discuss scope, outcomes, and whether there's strong mutual fit.