I study the domain before treating implementation as the hard part.
About
I am a software engineer moving deeper into machine learning engineering. My work tends to sit where systems, data, product constraints, and operational risk meet.
I break ambiguous problems into smaller systems that can be shipped, observed, and improved.
I use AI heavily, but I do not treat prompting as a substitute for architecture, evaluation, or ownership.
I care about the connection between technical decisions and business risk: fraud, credit, reliability, cost, and operational clarity.