2026 // [Client Name or Industry] // Inference modernization
[Two to three sentences. The constraint we walked into. The architecture we proposed. The measured outcome — p99 latency, throughput, cost-per-request, or whichever metric the client measured against.]
AWS Bedrock
Lambda
DynamoDB
CloudWatch
2026 // [Gaming Studio] // Cost re-engineering
[Two to three sentences. The cost trajectory before our engagement. The Spot + Karpenter changes we shipped. The measurable savings, with throughput unchanged.]
EKS
Karpenter
Spot
Prometheus
2025 // [SaaS Company] // Agent productionization
[Two to three sentences. What the prototype did. What was missing for production — evals, observability, prompt versioning. What we shipped and how the client's team owns it now.]
Anthropic API
LangGraph
Step Functions
DynamoDB
2025 // [Investment firm] // Technical due diligence
[Two to three sentences. The scope of the review. What we read, what we tested, who we talked to. The findings memo and what the investment committee decided.]
Terraform
Postgres
Datadog
GitHub Actions
2025 // [Media platform] // Well-architected review
[Two to three sentences. The pipeline we reviewed. The five highest-risk findings and the remediation plan we proposed. Status of remediation at the time of writing.]
MediaConvert
CloudFront
S3
IAM
2024 // [Stealth-mode startup] // Greenfield architecture
[Two to three sentences. The team's constraints — small headcount, fast launch. The architecture we proposed. What's running in production today and the team's velocity since.]
AWS
Bedrock
CDK
Postgres