- Maintained data scraping infrastructure processing 20M+ listings across OTA APIs with resilient anti-bot and rate-limit bypass strategies.
- Scaled anti-bot detection with automated TLS fingerprint updates and proxy IP rotation pipelines.
- Implemented city-level ranking for 20K+ cities across guest profiles and booking windows.
- Built testing & observability with MiniTest and Prometheus for proactive issue detection.