CASE STUDIES

Recent work.

A short list. Detailed where the client allows; anonymized where they don't. Each entry includes the constraint, the approach, and what shipped.

Modernizing the inference layer for a customer-facing AI product.

[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

Well-architected review across a five-service video pipeline.

[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

Designing the platform for a stealth-mode AI company from scratch.

[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