Most data teams build for the demo. I build for what runs after it.
Governance teams get audit-ready accountability frameworks aligned to NIST RMF, EU AI Act, and ISO 42001. Operations teams get infrastructure that handles real pipelines at production scale. Everything here is live.
Moving past simple model audits to operationalize accountability, identity tracking, and socio-technical safety thresholds within deaf and hard-of-hearing accessibility technology. Covers audit lineage, risk thresholds, and accountability models aligned to NIST RMF and EU AI Act. Remapped from foundational governance scaffolds to real, high-stakes outcomes.
Python Streamlit NIST RMF EU AI Act ISO 42001
Treating data as a product for internal stakeholders. Built on a 135-deal pipeline, 480-row multi-service-line revenue dataset, and 12-rep performance model. Four-tab application covering pipeline health, risk-adjusted forecasting, multi-motion revenue analysis, and compensation modeling. Forked from an existing scaffold, stripped of infrastructure dependencies, rebuilt with a CSV-native data layer and Sorenson-specific analytical logic.
Python Streamlit Plotly pandas NumPy
Most AI governance tools hand you a list of regulations. This one tells you which ones apply to your organization. Built on a 4-stage elicitation protocol and jurisdiction routing logic across 40+ frameworks in 15 jurisdictions. Six-tab output covering jurisdiction applicability, obligations, cross-cutting themes, action plan, and sources register. Original build, no scaffold. Scenario: SignalPath Technologies, biometric data processing across US, EU, UK, and Canada — a compliance trigger that cannot be engineered away.
React Vercel EU AI Act NIST AI RMF GDPR
| NIST RMF · EU AI Act · ISO 42001 · Data lineage · Audit frameworks · Accountability modeling · Risk threshold design | Pipeline forecasting · Risk scoring · Quota modeling · Compensation design · Territory equity · Stage velocity analysis · Scenario modeling |
| Pipeline architecture · Cloud data platforms · ETL/ELT design · Data modeling · Warehouse strategy · Rapid prototyping to production | Interactive dashboards · Executive reporting · BI tooling · Cohort analysis · Risk-adjusted forecasting · Waterfall and heatmap analytics |
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Building transparently. Shipping production systems. Securing automated behavior.