PlusWellbeing.ai
Software Engineer
AI meal-analysis pipeline
A meal photo or free text goes in; structured nutrition data comes out. Claude Sonnet 4.5 (via Amazon Bedrock) identifies the ingredients, Nutritionix fills in the macros, and a scoring pass rates allergen safety and plan fit. Every response is JSON-schema-constrained, streamed over SSE, and saved as a FHIR food log.
TypeScript · Amazon Bedrock · Nutritionix · FHIR / Medplum · SSE
read the architecturePatient identifier (MRN) system
UUID-based medical record numbers for a healthcare platform: an idempotent batch backfill for existing patients and an event-driven service that assigns IDs at creation, collision-safe under concurrency.
TypeScript · Medplum / FHIR · AWS Lambda
Agentic shopping workflow
An n8n + Amazon Bedrock workflow that normalizes free-text recipe ingredients and maps them to retailer carts through modular Walmart and Instacart adapters.
n8n · Amazon Bedrock · AWS
Internal tooling
An org-wide GitHub → Monday.com sync and a reusable smoke-test framework that covers release QA across 4 apps.
GitHub Actions · Monday.com