AI Development Framework: Why Evaluation Comes First, Not Later
Why 'we'll optimize later' is the most expensive assumption in AI development. A framework built on evaluation as a first principle, not a phase.
The best architecture starts with the business.
I'm Mark, a solutions architect with 20 years of business analysis behind me. I've spent my career in financial services and regulated industries, translating between executives and developers, leading the hard conversations, and making sure what gets built is what the organization actually needs. I bring that perspective to cloud architecture now, backed by 10 AWS and FinOps certifications.
A $9,000 AWS Scare Taught Me More About Cost Management
Hackers ran up $9,000 on my AWS account after a tutorial exposed my credentials. Here's what went wrong and the cost management setup I built before touching AWS again.
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Work
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- Agiliko (NCUA)
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- Consultant
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- Freddie Mac
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- Business Analyst
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- U.S. Financial Technology (Common Securitization Solutions)
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- Business Analyst
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- Agile Engine (FINRA)
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- Business Analyst
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- Deco Recovery Management
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- Applications Development Manager
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- Chevo Consulting
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- Consultant
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- CitiMortgage
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- Business Analyst
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