All projects
2026
Aurelis Guest Intelligence
LLM Engineer
A multilingual guest-service assistant connected to messaging, hotel knowledge and a secure property-management API.
Project context
Technologies
LLM APIs · PMS API · Email · Webhooks · Idempotency · Observability
Discuss this project
01 · Challenge
Answer guests across languages while preventing duplicate actions and preserving a reliable human escalation path.
02 · What I built
Developed concierge workflows, message and PMS connectors, knowledge retrieval, webhooks, idempotency controls, cost tracking and logs.
03 · Impact
A connected guest-service workflow designed for dependable hospitality operations.
