Data Platform & Cloud Architecture

Data systems designed for complexity, compliance, and scale.

Deep experience delivering data systems across healthcare, insurtech, defense, aerospace, and high-growth technology companies. Engagements range from early-stage architecture decisions to enterprise platform modernization.

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About

Data platform architect and cloud infrastructure specialist across AWS data, analytics, and ML services. Production background in healthcare, insurtech, defense, and high-growth technology companies. Past engagements include Cigna and DoiT International. Enterprise engagements spanning Azure and multi-cloud environments available for platform modernization and digital transformation. M.S. in Engineering from Stanford and multiple AWS certifications including Data Engineer SME recognition.

Services

Advisory

Strategic Advisory

Architecture assessments, platform modernization strategy, digital transformation planning, compliance framework mapping, and scoped POCs. Covers AWS and Azure environments. Written roadmap and recommendations delivered using a structured framework. Detailed architecture available as an additional tier. Focused, time-bounded engagements. No system access requirements, no lengthy onboarding.

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Fractional

Fractional Data Architect

Data platform architecture for teams running on AWS. Pipeline design, data modeling, infrastructure decisions, and analytics strategy for companies whose data systems need to scale or whose analytics layer isn’t delivering answers. Equity arrangements considered for the right opportunities.

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AI & ML

AI & ML Infrastructure

POC development, architecture design, and MLOps patterns for teams moving toward production AI systems. Covers RAG pipeline architecture, model selection, retrieval strategy, and evaluation frameworks. Primary platform experience in AWS.

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Training

Foundations & Training

SQL, database architecture, cloud platform fundamentals, and technology stack reviews. Practical technical guidance without a long engagement commitment.

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Coming Soon
Governance

Data Governance

Framework design, control mapping, and governance program assessment for organizations building or maturing their data management practices. Covers regulatory alignment, data classification, access controls, and audit readiness.

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Coming Soon
Frameworks

Frameworks & Playbooks

Architecture patterns, compliance mapping guides, and transformation frameworks drawn from production enterprise engagements. Join the list to be notified when available.

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Insights

Article

AI Doesn’t Just Happen

Most AI failures aren’t AI problems. They’re data problems.

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Article

When the Dashboard Lies

When your metrics look clean but something still feels off, the problem is usually upstream.

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Contact

Available for engagements, advisory work, and architecture reviews. Reach out to start a conversation.

owner@infosightsolutions.com