AirCover for Guests (Guest Travel Insurance)
1. Founding engineer and long-term owner of Airbnb’s guest insurance portfolio.
* Led and contributed heavily to the product evolution from 0 → 1 through global scale, supporting 10M+ policies, $100M+ annualized revenue, and 99.99%+ fulfillment reliability.
* Owned end-to-end fulfillment, payment, and post-processing pipelines in a highly regulated environment.
2. Earnings Protection (Host Product)
* Leads the evolution of Earnings Protection, driving delivery from PRD through production under extreme ambiguity.
* Iterates through early experiments to shorten feedback loops and shape product direction, shipping in months, not quarters.
3. FX Platform Services
* Owned and scaled backend services powering Airbnb’s FX platform.
* Operated and hardened high-volume, latency-sensitive request paths and data flows underpinning core monetization, before handing the systems off in a stable state.
4. Org-wide Tooling & Leverage
* Founded and scales an internal Retool-based tooling ecosystem adopted by 1,000+ engineers.
* Built and promoted company-wide data observability, SLA, and alerting tooling that became the de-facto standard for pipeline reliability.
5. Emerging Tools
* Initiated an internal LLM-powered fulfillment diagnostics prototype exploring natural-language reasoning for complex system failures.