Capabilities, grouped by what they let me build.

Building product features on top of language model APIs.

Structured prompts with validation of the model's output shape.

Retrieval, chunking, and grounding responses in source material.

Rules-first automation with AI assistance where it adds value.

Human review, limitation disclosure, and privacy-aware design.

Typed application and API code across the stack.

Component architecture, state, and data-fetching patterns.

Server-side services, routing, and middleware.

Specification, validation, and consistent error contracts.

Relational modelling, indexing, and query design.

Typed schema definitions and migrations.

Automated builds, environment configuration, and releases.

Designing content and domain models that survive change.

WCAG-informed markup, keyboard support, and contrast.

Layouts that hold up from small phones to wide screens.

Authentication, authorization, and input validation basics.

Readable docs and tests focused on critical paths.

Embedding-based retrieval for content discovery.