Walk me through a recent multi-channel digital marketing campaign you managed end-to-end. How did you set objectives, choose channels, allocate budget, and measure success?

In your most recent role, what would you highlight as your single most impactful achievement, and how did you measure its impact on the team or business?

On your resume, you reference working under tight deadlines on [specific deliverable or release]. Describe the constraints you faced, how you prioritized tasks, and any trade‑offs you consciously made in scope, quality, or risk to hit the deadline.

You need to add a new feature that touches multiple parts of the stack: a new API endpoint, a database change, and corresponding UI updates. However, the database schema is shared by other services, and the front-end is in active development by other team members. How would you plan and roll out this change to avoid breaking other parts of the system?

Describe a recent full‑stack feature you implemented from scratch. How did you design the data model, choose the API structure, and integrate the front end with the back end? Walk through specific technical decisions you made and any trade‑offs you considered.