There’s a conversation happening in the software architecture community about how bad code design inflates LLM token consumption. It’s a valid point. But it misses an entire layer of the problem — the one Platform Engineers and SREs actually own.
Read postCarlos Mora
Platform Engineer & Site Reliability Engineer
Platform Engineer with 25+ years building infrastructure—from on-premise data centers to hybrid clouds to multi-cloud at scale. I specialize in the complex parts: data platform governance, Zero Trust networks, IAM automation, and compliance frameworks that work across AWS and GCP.
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Areas of Expertise
Multi-Cloud Infrastructure
AWS & GCP in production environments with multi-account strategies and hybrid connectivity patterns
Data Platform Governance
Snowflake, Databricks automation with RBAC, cost controls, and compliance built-in
Security & Compliance
Multi-cloud IAM auditing, HIPAA/SOC2/HITRUST automation, and Zero Trust implementations
Infrastructure as Code
OpenTofu/Terraform at scale with reusable modules, GitHub Actions OIDC, and validation frameworks
Featured Projects
Multi-Account Data Warehouse Governance
Automated governance for multi-account Snowflake environments across AWS and GCP. Python framework with multi-layer cost controls and RBAC automation.
View Case StudyRecent Writing
Your AI workload is not your infrastructure's problem. Until it is.
There’s a conversation happening in the software architecture community about how bad code design inflates LLM token consumption. It’s a valid point. But it misses an entire layer of the problem — the one Platform Engineers and SREs actually own....
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Read moreCertifications
Google Cloud Professional Cloud Architect
Status: Certified
Production experience with Databricks on GCP, multi-cloud VPC design, IAM governance patterns, and data platform infrastructure.
Google Cloud Associate Cloud Engineer
Status: Certified
Hands-on experience deploying applications, monitoring operations, and managing enterprise solutions on Google Cloud Platform.
AWS Solutions Architect Professional
Status: In Preparation
Hands-on production experience with multi-account architectures, hybrid cloud connectivity (RDS Proxy + NLB), IAM security automation, and cost optimization strategies across AWS and GCP.
Get in Touch
Interested in multi-cloud architecture, platform engineering, or SRE practices? Let's connect!