Connecting a virtual assistant to the people and systems behind it.
For a major logistics customer, I worked on the virtual assistant and live-agent experience: connecting customer conversations to tracking services and agent workflows, then diagnosing issues that appeared only in production.
The engineering spanned Node.js services, API integration, conversation context, transcript handoff, rate limiting, and the details that determine whether a customer actually reaches a resolution.