Independent AI Systems Concept Designer | Requirements, Authorization Safety & Validation
Bring me one problem you want technology to solve. I’ll develop a candidate design and give you a written brief showing how the parts work together, the hardest assumption it depends on, and the first experiment I’d run.
Send me an existing design and the claim you want checked. I’ll use the Court’s AI tools to challenge the reasoning, look for another explanation, and design a test that could tell the two apart. You get the test, what to measure, and what result would change my judgment.
I turn open-ended ideas into clear requirements, operating rules and testable work samples. My independent AI systems design work focuses on agent authorization, human oversight and failure handling. I use ChatGPT, Claude, Gemini and Grok to support concept development, prototyping and review, comparing critiques and documenting assumptions, acceptance criteria and validation needs. My projects include an AI-assisted Python work sample for authorization safety, covering grant revocation, runtime binding, replay rejection and separate audit state. Its local fixture completed 17 functional checks and 200 forced-order runs and detected four deliberately broken variants. I have also specified a controller validation architecture with fault injection and reproducible replay records, and developed a thermal safety concept covering cooling reserves, derating and shutdown rules. I distinguish tested behavior from capabilities that remain unvalidated. I also bring nearly 15 years of hands-on construction crew leadership in inground swimming pool construction. That experience shaped my practical approach to work sequencing, material constraints, troubleshooting and coordinating people. I can help define requirements, investigate failure cases, plan tests and produce clear technical documentation.
Independent AI Systems Concept Designer at Independent portfolio (Ongoing) Inground Pool Construction Crew Leader at Inground swimming pool construction (Nearly 15 years; late 1990s st)