Aside from my MS in Operations Research, my professional development and applied research to date have largely been conducted in service of employer-sponsored initiatives. The work staged here represents a new, self-directed line of exploration.

Topics will be selected independently, guided by observed gaps, emerging risks, and opportunities for applying Operations Research (OR) methods to AI-era systems readiness and assurance.

Ultimately, this is my space to evolve my capabilities for the AI-era:

◆ Modernize systems concepts I developed in my graduate OR training

◆ Examine emerging issues in performance, resilience, and complex system behavior

◆ Evolve judgement under constraint capabilities

◆ Explore emerging technologies

Scenarios I create to explore concepts and practices will be introduced and shared here through these decision systems:

◆ Alignment & Governance:  How is legibility structured and overseen?

◆ Knowledge & Signal:  How is information generated and interpreted?

◆ Resource Strategy:  How are finite resources prioritized and positioned?

◆ Infrastructure & Lived:  How do physical systems function and endure?

◆ Workforce Readiness:  How is capability developed and sustained?

◆ Human Performance:  How do people adapt and perform?

If you would like to acquaint yourself with my narrative personas, they’re revealed here

◆ Narrative archetypes