Data · Analytics · AI
Where Strategy Meets Architecture
I like to turn messy data landscapes into scalable, AI-ready platforms and share what I learn along the way.
I write & speak about
CORE EXPERTISE
Latest Thinking
What I’ve Been Writing About
AI Agent Identity Management Risks: How To Better Manage It
Reading Time: 9 minutesA production AI agent at most enterprises today can read customer records, call internal APIs, write to a database, and trigger downstream workflows, often through a single shared credential nobody…
Context Engineering Is Not Prompt Engineering : Simple Design Hacks
Reading Time: 6 minutesEvery few months our industry renames a discipline and pretends it is new. Context engineering is not one of those cases: it marks a real shift in where the hard…
How to Build Self-Healing Data Pipelines: 4 Proven AI Loops
Reading Time: 9 minutesA data pipeline fails at 2am. The cause is schema drift: a source system quietly added a nested JSON field that broke three downstream dbt models. By 6am, your analytics…
My lens on the industry
The Three Things I Actually Care About
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Platform Architecture at Scale
Designing data systems that survive at scale with reality cloud-native, observable, governed, and actually used.
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Enterprise AI That Ships
From POC to production AI strategies grounded in data readiness, not hype. AI, RAG, and responsible automation.
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Tech Leadership & Strategy
Bridging the gap between technical possibility and business reality aligning platform decisions with executive strategy.
Experience only matters when it’s shared.
I support individuals and organizations by reviewing their data platforms, AI readiness, and architecture providing honest, practical recommendations, Also love to engage in meaningful tech discussions learn from your experience.
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Practical essays on data architecture, AI strategy, and building platforms that last. No fluff, no hype.