➔ AI & Digital Data Sovereignty Consulting:
Advising tech companies and climate initiatives on how to ethically source, use, and credit Indigenous and regional data within computational models. I help you apply CARE and FAIR frameworks to establish clear digital guardrails, preventing localized data from being extracted or stripped of context during model training.