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Building an OSINT Monitoring System on the Edge with Cloudflare Workers
One of the less visible but most practical systems in my Cloudflare Workers fleet is Digital Sentinel — a set of OSINT (Open Source Intelligence) monitoring pipelines that scan certificate transparency logs, threat intelligence feeds, and domain registration activity, then fire Discord webhook alerts when something interesting shows up. What It Monitors The system pulls…
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Why a Therapist Builds AI Systems: The Case for Behavioral Science in Responsible AI
When people learn I’m both a Licensed Marriage and Family Therapist and a data scientist who builds LLM evaluation pipelines, the first question is usually some version of “How did that happen?” The honest answer: the combination wasn’t an accident. It’s the product. The I/O Psychology Bridge My M.S. in Industrial/Organizational Psychology sits exactly at…
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Deploying AI in Regulated Environments: Lessons from 17+ Enterprise Projects
I’ve spent 19 years at Lockheed Martin. For the last four of those, I’ve led a 17+ project portfolio of automation, AI/ML, and dashboarding solutions in Aeronautics’ Finance & Business Operations Digital Transformation organization. Here are the patterns I’ve learned about deploying AI in environments where getting it wrong has real consequences. The Regulated-Environment Tax…