Wisconsin
Mariella Treleven
AI Solutions Specialist · Generative AI · Governance & Implementation
I evaluate, implement, and govern AI tools across business environments. From deploying LLM-integrated applications in production to building AI governance frameworks aligned with ISO 42001 — I bridge the gap between AI capabilities and business needs.
Projects
What I've Built
AI oversight services for companies deploying AI. Shadow AI audits that surface the unapproved tools and ungoverned workflows inside an organization, plus operational guardrails, usage reviews, and governance implementation grounded in ISO 42001, the EU AI Act, and NIST.
AI governance platform spanning ISO 42001, the EU AI Act, NIST AI RMF, and industry frameworks. AI system inventory with risk orchestration, an AI-assisted risk register, mitigation planning, a policy library, conformity assessment, and audit-ready evidence packs.
Enterprise AI environmental governance platform aligned with ISO 42001. Features AI system inventory management, risk assessment engines, compliance tracking workflows, and governance reporting.
Consumer carbon offset marketplace with LLM-powered carbon footprint analysis. Integrated OpenAI API, Stripe payments, tiered API product with rate limiting and developer documentation.
AI automation consulting for businesses. Evaluate and recommend generative AI tools, design implementation roadmaps, deploy AI-powered workflows, and provide user enablement.
Curriculum
AI Education I've Built
A 19-course Applied AI curriculum I built with AI in the loop — architecting the tracks, directing the drafting, and vetting each module myself. It doubles as a working example of the discipline I teach: using AI to move fast while keeping human judgment accountable for what ships. The curriculum spans mathematical foundations through model building, governance, risk, security, and professional advising, ending in a hands-on capstone. Alongside it, GCACS: a governance-certification track covering NIST AI RMF, ISO 42001, the EU AI Act, and US state law, with worked case studies.
Foundations
- Math & Statistics
- Programming & Data Handling
- Machine Learning Foundations
Core AI
- Deep Learning & Neural Networks
- LLMs & Generative AI
- AI Lifecycle & MLOps
- AI Compute & Datacenter Infrastructure
Policy & Governance
- AI Ethics & Responsible AI
- AI Policy & Regulation
- AI Governance & Risk Management
Risk
- Measuring AI Risk & Bias Testing
- Mitigation Techniques
Security
- Cybersecurity Foundations
- Security of AI Systems
- Data Governance & Privacy
Advising
- Professional Advising
- Discovery & Facilitation
- Engagement & Commercial Practice
Capstone
- Auditing a Real AI Estate
Public Interest
Advocacy & the Commons
Alongside the products, I'm building the case for AI that serves the public interest — through doctrine, advocacy, and open tools. These are in active development.
The Planetary Republic
In developmentA counter-doctrine for AI built in the public interest — a manifesto answering the techno-authoritarian vision of technology with one rooted in accountability, human agency, and the commons.
AI Public Interest Alliance
In developmentA watchdog and policy initiative tracking AI-governance decisions across governments, agencies, and industry — who decides, when public-comment windows open, and where the public voice can actually land.
AI for Planet
In developmentA vetted catalog of AI-for-good projects across climate, health, education, and justice — constructive proof of what AI in service of people and planet looks like.
Expertise
Skills & Tools
AI Platforms & Tools
AI Governance
Solution Design
Development
Business & Communication
Experience
Background
Founder & AI Strategy Consultant
M-1-1 Consulting
Founder & Technical Lead
OffsetMy AI LLC
AI Trainer — LLM Evaluation Specialist
Outlier.ai
Energy Consultant
Navigate Power / Verde Solutions
Contact
Get in Touch
Interested in working together? Reach out directly or use the form below.