Daemon
Consultant
JWO (Just Walk Out) Daemon
- Building the Go connector between POS providers and Amazon’s Just Walk Out platform.
- Implemented providers for Oracle Simphony, Shopify and Clover Sport.
AJ Bell Daemon
- Evaluated Hangfire, Quartz.NET, Elsa, Temporal and WorkflowCore; recommended WorkflowCore for the existing AWS and MongoDB stack.
- Built the proof of concept, initial API endpoints and hosted workflows for a pension-payout case-management service.
- The production service reduced a multi-day manual process to as little as one day when no manual intervention was required.
- Introduced a Playwright builder pattern for deterministic test data, removing failures caused by shared and duplicate setup data.
Domestic & General Daemon
- Introduced Drizzle ORM, composable database connections and Drizzle-managed schema migrations for TypeScript services on AWS Lambda.
- Added isolated unit-testing patterns for Lambda handlers and services, plus shared Zod validation schemas.
- Modernised ESLint configuration in a shared repository used across the team’s services.
- Identified PostgreSQL connection exhaustion and documented the data-access patterns and pooling options for the team.