My Certifications
AWS Certified Solutions Architect - Professional
AWS (last renewed/obtained: Jul 14, 2022)
Renewable as of July 14, 2025
FinOps Certified Practitioner
Linux Foundation (last renewed/obtained: Jun 5, 2026)
Expires Jun 5, 2028
What my customers say
5.0/ 5across 5 reviews customers left for me in the last 90 days
The response was prompt and the representative was clear.
ultrared.ai · May 2026
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What I'm writing
Spec-Driven Development with Kiro: AI Code Ownership
AI coding tools ship code fast, but leave teams without a record of why. Here's how Kiro's spec-driven workflow and ADRs aim to close that gap.
Amazon Bedrock Cost Optimization: 5 Strategies for 60-80% Savings
Five proven strategies that compound to 60-80% savings on Amazon Bedrock costs, including batch inference, prompt caching, and model routing.
Increasing ECS Tasks per host
Enable ENI Trunking for new and existing ECS clusters.