Senior Full Stack AI Engineer Empire Sports & Entertainment, Inc.
Event or Ticket sales marketplace
As a Senior Full Stack AI Engineer, I led the development of a large-scale ticket aggregation marketplace that centralized event and ticket inventory from major providers including Ticketmaster, SeatGeek, and Paciolan. I designed and enhanced a microservicebased crawling platform responsible for collecting, normalizing, and synchronizing ticket data from multiple external sources in near real-time. I scraped event and ticket information from several ticketing sites like Paciolan, SeatGeek, Ticketmaster, and so on. And then, I listed those tickets for sale on the marketplace to centralize various tickets in a single place. I improved the microservice
architecture-based crawling system using LLM-based AI models like Claude for better performance and speed. In that case, I could successfully switch our automation method from browser-based automation to an API-based one.
Led the modernization of a microservice-based ticket aggregation platform by integrating LLM-powered extraction pipelines, reducing dependence on Selenium/Puppeteer browser automation and increasing crawl throughput by over 70%.
Designed an AI-assisted discovery framework leveraging Claude and GPT models to analyze ticketing websites, identify hidden API endpoints, decode request/response patterns, and automatically generate extraction strategies for new providers.
Developed an LLM-driven workflow that converted raw browser network traces into structured API specifications, enabling rapid migration from UI scraping to direct API integrations across platforms including Ticketmaster, SeatGeek, and Paciolan.
Implemented autonomous AI agents that monitored crawler failures, analyzed HTML and API response changes, identified root causes, and proposed remediation actions, reducing manual maintenance efforts by more than 60%.
Developed AI-powered anomaly detection pipelines to identify pricing inconsistencies, duplicate ticket inventories, invalid event metadata.