Our Authors
The Engineers Behind the Writing
Every article on this blog is written by a working engineer at Wolk Inc — someone who has actually shipped the thing they are describing. No generalist writers, no aggregated content.
MR
Marcus Reid
Lead DevOps Engineer
3 articles
Eight years building platform reliability programs, CI/CD pipelines, and cloud infrastructure for North American enterprises.
Kubernetes & Container OrchestrationCI/CD Pipeline ArchitectureAWS & GCP Infrastructure
HIPAA Compliance Checklist for Healthcare SaaS in 2025: A Technical GuideDevOps for Fintech: What Fortune 500 Firms Get Right (And How SMBs Can Copy It)
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Priya Nair
AI/ML Engineering Lead
3 articles
Leads AI and ML delivery at Wolk Inc, focused on moving models from prototype to production for FinTech, healthcare, and analytics SaaS clients.
MLOps & Model DeploymentLLM Applications & RAG ArchitectureData Pipeline Engineering
How to Calculate AI Automation ROI Before You Invest (With Real Numbers)How to Achieve 50–70% Cloud Cost Reduction in 2026 Using AI-Driven Optimization
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