AI PRODUCT · STRATEGY · GOVERNANCE

Building AI systems for product, strategy, and organizational decision-making.

I work at the intersection of AI, business strategy, and product systems: building prototypes, evaluating model behavior, and studying how organizations design reliable human-AI workflows.


Current Work

Featured Work

A live intelligence system and an active graduate research direction.

LiveUpdated · live stories

AI Intelligence Brief

A live intelligence system that tracks AI stories across labs, newsletters, and media by coverage, momentum, and strategic relevance.

Built as a live foundation for future automated intake, story clustering, and company/lab tracking. Supports customizable breadth, depth, and relevance lenses as the system develops.

Research Direction

Graduate Research

Developing research on human-governed AI workflow architecture, parallel review, recursive oversight, and enterprise AI governance.

Current focus: comparing how different review architectures shape reliability, oversight quality, and organizational decision-making.

Workflow Architecture
How AI work is structured, reviewed, and escalated.
Oversight Design
Where human judgment sits as systems scale.
Review Patterns
Parallel, recursive, and hybrid evaluation structures.
Enterprise Governance
How firms deploy reliable AI decision systems.
Selected Roles

Experience

  • Summer 2026

    Graduate Intern, AI Solutions in Finance

    Elevance Health (Formerly Anthem Blue Cross Blue Shield)

    AI, Automation, and Product rollout across Finance department workflows

  • Spring 2026

    Lead AI Model Evaluator

    Handshake AI

    Adversarial Testing & Red Teaming of Enterprise LLM's to induce natural failures; Led Business & Strategy domain

  • Summer 2025

    Corporate Strategy Intern

    ITW - Commercial Construction North America

    Led ranked analysis on 8 markets & company alignment, supporting product portfolio entry strategies

  • 2023 - 2025

    Project Manager

    Illinois Business Consulting

    Led teams of 9-11 consultants through project scoping & workstream coordination in strategy & tech engagements

  • Summer 2024

    Operations & Process Improvement Intern

    Dayton Freight Lines

    Process improvement across departments, KPI refinement, route optimization

Areas of Inquiry

Research Interests

Human-AI Workflow Architecture
AI Oversight & Governance
Parallel Review Systems
Recursive Iteration & Verification
Hybrid Human-AI Architectures
Enterprise AI Decision Systems
Contact

Get in touch

Open to conversations about graduate research, AI governance, or enterprise strategy.