Mariella Treleven

AI Solutions Specialist · AI Governance & Implementation · Technology Consultant

Summary

AI solutions specialist who evaluates, implements, and governs generative AI tools across business environments. Experience translating business requirements into AI-powered workflows, deploying LLM-integrated applications in production, and building AI governance frameworks aligned with ISO 42001. Background in AI model evaluation, cross-functional stakeholder collaboration, and enabling organizations to adopt AI tools responsibly and effectively. Combines hands-on technical implementation with consulting experience and strong business acumen.

Experience

Founder & AI Strategy Consultant

January 2026 — Present

M-1-1 Consulting

  • Assess client AI readiness and develop tailored adoption roadmaps covering tool selection, capability building, and governance requirements
  • Evaluate generative AI platforms (OpenAI, Claude, Gemini, open-source) against client use cases to recommend appropriate solutions
  • Facilitate discovery sessions with business stakeholders to identify AI opportunities and define transformation priorities
  • Design and implement AI-powered workflows, translating business requirements into scalable automation solutions
  • Advise on responsible AI practices, data governance, and risk management for organizations adopting AI tools

Founder & Technical Lead

July 2025 — Present

OffsetMy AI LLC — OffsetMy.ai / OffsetOur.ai

  • Designed and deployed a multi-product SaaS platform integrating OpenAI APIs for automated environmental impact analysis in production
  • Built an enterprise AI governance platform (OffsetOur.ai) aligned with ISO 42001, featuring AI system inventory management, risk assessment engines, and compliance tracking workflows
  • Implemented end-to-end AI solution architecture connecting LLM APIs, payment processing (Stripe), third-party data sources, and PostgreSQL data pipelines
  • Designed and documented a RESTful API product with tiered access, rate limiting, and developer onboarding materials
  • Managed cross-functional coordination across engineering, sales, legal, and partner channels to align AI product capabilities with business goals

AI Trainer — LLM Evaluation Specialist

February 2025 — Present

Outlier.ai

  • Evaluate generative AI model outputs (GPT, Llama, Gemini families) for accuracy, coherence, safety, and instruction-following
  • Provide structured feedback and annotations used to fine-tune and optimize large language model performance
  • Identify failure modes, hallucination patterns, and edge cases to inform model improvement priorities
  • Assess AI outputs across coding, reasoning, and business domains, developing expertise in model capabilities and limitations

Energy Consultant

March 2023 — February 2026

Navigate Power / Verde Solutions

  • Managed client relationships and energy supply contracts across commercial and residential accounts
  • Analyzed complex rate data to develop tailored procurement recommendations and business cases
  • Collaborated with cross-functional teams including legal, compliance, and operations to execute client solutions

Education

Master's, Sustainability Management

University of Wisconsin-Oshkosh

Bachelor of Science, Applied Economics

University of Wisconsin-Madison

Minor: Environmental Science

Technical Skills

AI Platforms & Tools: OpenAI (GPT-4), Anthropic (Claude), Google (Gemini), LLM API Integration, Prompt Engineering, AI Model Evaluation
AI Governance: ISO 42001, Risk Assessment Frameworks, AI System Inventory Management, Compliance Tracking, Responsible AI Practices
Solution Design: Requirements Analysis, Workflow Design, API Architecture, Process Automation, Data Pipeline Design
Development: JavaScript, Node.js, React, PostgreSQL, REST APIs, Git, Cloud Deployment
Business & Communication: Stakeholder Management, Client Consulting, Business Case Development, Technical Documentation, User Enablement
Tools: Stripe, JIRA, Agile Methodologies, Data Visualization, SaaS Product Management