Skip to content
View datadynamo-hub's full-sized avatar

Block or report datadynamo-hub

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
datadynamo-hub/README.md
Bridging AI Governance, Data Infrastructure, and Operational Accountability

   


👋 About

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.


🚀 Live Projects

View Live Dashboard

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


View Live Dashboard

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


View Live Engine

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


🧠 Skills & Expertise

Data Governance & Compliance

NIST RMF  ·  EU AI Act  ·  ISO 42001  ·  Data lineage  ·  Audit frameworks  ·  Accountability modeling  ·  Risk threshold design

Revenue Operations & Analytics

Pipeline forecasting  ·  Risk scoring  ·  Quota modeling  ·  Compensation design  ·  Territory equity  ·  Stage velocity analysis  ·  Scenario modeling

Data Infrastructure

Pipeline architecture  ·  Cloud data platforms  ·  ETL/ELT design  ·  Data modeling  ·  Warehouse strategy  ·  Rapid prototyping to production

Visualization & Reporting

Interactive dashboards  ·  Executive reporting  ·  BI tooling  ·  Cohort analysis  ·  Risk-adjusted forecasting  ·  Waterfall and heatmap analytics

💻 Tech Stack

Build With

Python pandas NumPy Plotly SQL Streamlit Jupyter Git GitHub Actions Excel Power BI Tableau

Work In

Salesforce Microsoft 365 Snowflake Databricks dbt Looker Jira Notion Monday.com Workday ServiceNow Outreach Alation OneTrust


Building transparently. Shipping production systems. Securing automated behavior.

Pinned Loading

  1. Deaf-Accessibility-AI-Governance Deaf-Accessibility-AI-Governance Public template

    Forked from taimurijlal/AIGovernance

    The original is the wireframe. This is the build. Remapping @taimurijlal AI governance scaffold to Deaf accessibility AI with real stakes attached. Five projects turned into an interactive case stu…

    Python

  2. Senior-Sales-Operations-Analyst Senior-Sales-Operations-Analyst Public

    Forked from munas-git/AI-powered-sales-dashboard

    The original is the wireframe. This is the build. Remapping @munas-git AI-Powered Sales KPI Dashboard: Revenue operations intelligence dashboard built with Python, Streamlit, and Plotly. Sorenson-s…

    Python