Technology Leader. Researcher. Problem Solver.

Human potential.
Augmented by AI.

I work at the intersection of technology, project management, and human-AI interaction. My current doctoral research examines how IT project managers evaluate and act on AI-generated recommendations when outputs are incorrect, uncertain, or inconsistent with judgment.

What I Do

Areas of Focus

01

Technology Leadership

Strategy, architecture, delivery, and coordination across complex technology initiatives.

02

Project Management

Applied project management across infrastructure, security, operations, and enterprise technology.

03

AI & Automation

Applied AI systems, decision support, automation, and responsible integration into working processes.

04

Human-AI Interaction

Research on how people evaluate, challenge, verify, and rely on AI-generated recommendations.

05

Research & Academia

Doctoral research, scoping reviews, qualitative inquiry, mixed methods, and applied design research.

06

Writing & Thought Leadership

Analysis of AI, project management, technology leadership, HCI, and sociotechnical systems.

Latest Writing

Recent Articles

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Current Research

Doctoral Research Focus

My research examines how IT project managers calibrate trust and appropriate reliance when AI-generated recommendations are incorrect, uncertain, unsupported, or inconsistent with professional judgment.

The work focuses on observable decision behavior, including verification, modification, rejection, override, evidence seeking, and accountable escalation.

Explore research
FocusTrust calibration, appropriate reliance, and human-AI decision support in project management.
ApproachQualitative interviews, workflow design, and comparative scenario-based evaluation.
GoalDevelop practical guidance that improves verification, decision quality, traceability, and accountability.