Available · Q3 engagements
Software systems that outlastscale withship faster thansurvive the next quarter.
Field notes and hands-on consulting. Mostly TypeScript, AWS, and the organizational shapes around them.
Latest Posts and Notes
View All PostsBuilding a RAG agent on AWS Bedrock + Knowledge Bases + OpenSearch Serverless with CDK in TypeScript — architecture, IAM wiring, automated ingestion, and the chat UI.
A platform-engineer read of what a Bedrock Knowledge Base actually is, which data sources and vector stores are first-class, and why the console default rarely fits a small corpus.
A grounded explainer for backend engineers: HMAC-SHA-256 for webhooks, signed URLs, and internal auth, with three-language code and the boundary where digital signatures take over.
Selected Outcomes
In 4 months, we moved our core platform from a legacy setup to a cloud-native architecture with less operational friction.
With a focused AWS and serverless redesign, we reduced annual infrastructure spend by around $200K.
How I Can Help
Focused support for architecture and delivery decisions.
I turn your current setup into a clear, practical technical direction.
Sharper technical decisions
Short, practical guidance for product and engineering teams.
Fast and focused feedback