Generative AI is not magic. It is a supply chain challenge. I bring 25 years of Program Management and Customer Ops rigor to the unglamorous work of scaling intelligent systems.
Most AI initiatives fail not because of bad models, but because of broken pipelines. I don't "add AI" to your business; I audit your existing operational workflows to identify latency, hallucination risks, and governance leaks.
> OUTPUT: SCALABLE ARCHITECTURE
To ensure system stability, I run a private production environment (indie publishing) that processes 2M+ text units/year. This serves as a stress-test for algorithmic shifts (Amazon A10/Rufus).
> STRESS TEST: PASSED
Building "Human-in-the-Loop" systems. Treating content generation like code deployment with version control and QA gates.
I don't care about hype cycles. I care about throughput. Automating the drudgery to free up your human talent.
Translating Executive Intent into Engineering Reality. I speak both "Boardroom" and "API".