PMP‐Certified Innovation Leader | Aerospace & Industrial Engineer | AI‐Fluent PM | Bridging Tradition + Tech
Building agentic, cross‑industry project management workflows that close the execution gap between knowing what to do and delivering results.
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Cross‑Industry PM Playbook
Practical playbook for leading technology and innovation across aerospace, government, nonprofit, education, and enterprise environments.
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Innovation‑In‑Action
Agents, PM risk assessors, and prompt libraries that operationalize governance, risk, and value realization for AI and analytics initiatives.
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Speaking‑Resources
Talks, articles, and key takeaways (TEDx, PMI, EWTG, ProjectBites) showing how these frameworks and agents are used in practice.
→ Speaking-Resources
From June to December 2025, I created a five-repository ecosystem that moves from knowledge to implementation to trust.
- Cross‑Industry PM Playbook – knowledge foundation (patterns, frameworks, and lessons across sectors).
- Innovation‑In‑Action – executable agents, PM Risk Assessor prompts, and governance workflows.
- Speaking‑Resources, plus the Operational‑Excellence‑Toolkit and forked agents repo – social proof, team‑ready tools, and production‑grade multi‑agent patterns that inform Q1 2026 deployments.
📖 Full story:
A Playbook for Leading Technology and Innovation in Traditional Environments
What I Built in 2025: AI Fluency Blog
From Traditional PM to AI-Fluent Leader (June–December 2025)
This carousel documents the 6-month transformation from traditional PM to building AI agents:
| Phase | Focus | Key Outcome |
|---|---|---|
| Foundation | Aerospace + Industrial Engineering | Structure that enables governance & scale |
| Evolution | Cross-sector fluency (aerospace → education → nonprofit) | Pattern recognition across industries |
| Transformation | AI ecosystem building | Working agents, PM Risk Assessor, frameworks |
Why this framework matters:
The same principles that guided my pivot—process mapping, cross-sector patterns, building in public—can help you navigate yours.
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🔭 Currently working on
- PM Risk Assessor and governance agents in Innovation‑In‑Action Repo, moving from tested prompts to Q1 2026 agent deployments across healthcare, aerospace, education, and heavily regulated environments.
- Expanding the Operational‑Excellence‑Toolkit with team‑ready canvases and checklists that pair with these agents so organizations can adopt AI without losing control of risk or value delivery.
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🌱 Currently learning
- Advanced multi‑agent orchestration patterns from the forked agents repo (91 agents, 47 skills, 15 orchestrators) to inform production‑ready workflows that PMs can actually govern.
- Best practices for responsible AI adoption using NIST AI RMF and enterprise project management frameworks to keep humans in the loop while scaling automation.
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💬 Ask me about
- Closing the execution gap between strategy decks and shipped outcomes using AI‑fluent project management, cross‑industry playbooks, and agentic workflows.