AI Portfolio

Operating artifacts built in code

Live tool AI Governance Operating Model A configurable AI governance operating model. Includes risk classification, review gates, intake, model registry, vendor diligence, escalation, and regulatory overlays.
Attorney enablement system Legal Prompt Engineering System Internal system for attorney AI training and prompt fluency. Converts conversational legal inputs into structured prompts, explains the reasoning behind each prompt, applies governance rubrics, and preserves a self-auditable generation ledger across thousands of outputs.
Legal AI governance The Authority A legal AI governance case study on why models cannot certify themselves. The record moves through self-review failure, release gates, bypass pressure, and the human layer that remains outside the model. Published system Legal Reasoning as a Strategic Asset Interactive article on the productization of legal reasoning, authority selection, and practitioner judgment as an asset class. Regulatory map AI Governance: the EU AI Act Digital Omnibus reading with the in-force stack, pre-2027 operating obligations, and an interactive timeline of the Act in seven moves. Strategic brief Quantitative Finance Governance Brief Data analytical presentation for a quantitative finance environment, with regulatory risk exposure, governance strategy, and cost optimization.
Built stack Practitioner-built Code This site, the data pipelines behind the studies, and the interactive components inside the articles, built directly in Python, HTML, CSS, and Markdown.
Internal system Program-scale Reporting Automated reporting infrastructure for program health, cost leakage, and pathway eligibility at portfolio level.
Internal system AI-augmented Case Research Research pipelines for precedents, response strategy, and comparison analysis, built for attorney review rather than generic retrieval.
Engagement work AI Reasoning Environment Design Multi-authority case narratives, ground-truth datasets, and grading rubrics for machine-evaluable federal administrative law reasoning.
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