async

Not every prediction needs a low-latency endpoint, and reaching for one by default wastes money. What matters is matching the serving pattern to the latency and freshness requirement. Here is the decision and when you'd reverse it.

Distributed, cross-cultural work is the norm for customer-facing AI roles. Interviewers want to see deliberate async habits and cultural awareness, not heroics. Here is what scores.