For 17+ years I have built distributed systems that have to work on the first try: live sports streams for millions of concurrent viewers, checkout flows that carry real revenue, and now production GenAI on Amazon Bedrock.
At AWS I work the way a forward deployed engineer does. I sit with the customer's team, find the real problem behind the request, prototype in days, and harden it into something their engineers can own. I still write the code, design the architecture, and lead teams of 15+ engineers through delivery.