Fractional Data & AI architecture for international teams. 28 years shipping production systems — from 1.5B-record-per-day pipelines to AI agents in real workflows.
Three engagement models for international teams. Senior depth without the full-time hire.
A senior second opinion on your data architecture, AI integration plans, or platform decisions. I review what you have, identify risks, and recommend a path forward.
I join your team part-time as a senior engineer. I design systems, write code, review PRs, mentor your team, and ship production work alongside your people.
A scoped, fixed-deliverable engagement. I design and build your data platform or AI integration from the ground up — lake, warehouse, orchestration, serving, monitoring.
Not hypothetical. Not a demo. These are production systems I designed and shipped.
Pioneered AI integration into data engineering workflows — LLM agents with guardrails, MCP, and agentic development pipelines. Built and maintained critical Sales and Finance pipelines processing terabytes daily.
Read the full story →Part of the Data Team at one of the world's largest ad platforms. 1.5 billion records per day at petabyte scale. Built pipelines and services powering real-time ad optimization for thousands of businesses.
Read the full story →Designed the entire data governance architecture from scratch — Data Lake, Data Warehouse, orchestration, analytics. Built the Data Team. Migrated 4 heterogeneous source systems into a unified analytical platform.
Read the full story →Plus earlier roles across travel tech, web services, e-commerce, fintech, media, and telecom. Full story →
Data engineering, AI integration, systems at scale. From production, not from hype.
Why AI coding agents produce dramatically better development plans when they have a structured wiki about your architecture, decisions, and concepts — and an open-source template to build one yourself.
The agents were good. But they hit a ceiling — and the thing that broke through it wasn't a better model.
14 min read Data EngineeringPerformance engineering at scale is about economics, not clever tricks.
13 min readArchitecture review, fractional help, or platform build. Book a free 30-minute call — no commitment.