Enterprise Claude Code Rollout
Steered 600+ devs through viral Claude Code adoption, building automated cost governance in 4 days to achieve 100% budget adherence across 420+ DAUs.
Experienced director, cloud architect, and devops engineer; I have implemented multiple cross-cutting initiatives with a focus on developer productivity and operational integrity, resulting in over 500% more deployments per week, 41.2% cheaper hosting, and on average 10% more reliability. Even though I work on internally facing teams, I still take a product mindset to the services I provide, constantly asking myself “If the teams could use a different provider, would they?” I enjoy mentoring and guiding other teams to solutions.
Steered 600+ devs through viral Claude Code adoption, building automated cost governance in 4 days to achieve 100% budget adherence across 420+ DAUs.
Delivered $32M+ in cumulative cloud savings across Jamf ($25M) and SPS Commerce ($7M)—turning FinOps data into cross-team engineering action across Spot fleets, ARM refactors, and vendor commitments.
Transformed enterprise networking into a self-service product via Backstage and AWS RAM across 500+ accounts and 26 regions with 99.94% SLA
I am a Director of Cloud Engineering and Enterprise Architect, not a professional frontend designer. To create an interactive portfolio that is polished, accessible, and fast, I lean heavily on generative AI (specifically agentic workflows like Claude Code and Google Antigravity).
AI assists with CSS architecture, responsive layout tuning, and boilerplate generation—allowing me to present my technical journey with high craftsmanship without having to masquerade as a career UI/UX designer.
I recognize and openly acknowledge that frontier generative AI models were trained on vast amounts of unlicensed intellectual property, copyrighted works, and open-source contributions created by humans who were neither asked nor compensated.
This reality leaves me in a genuine state of ethical dissonance regarding AI’s widespread adoption. I do not take that underlying human labor for granted, nor do I believe the technology’s utility absolves the industry of how it was built.
In many areas of my workflow, AI agents serve as an essential cognitive accessibility and adaptability tool for my ADHD.
My mind operates in high-dimensional architectural systems, which can sometimes come with executive functioning friction when translating complex thoughts into structured, linear documentation. An AI agent serves as an interactive cognitive sounding board—helping structure thoughts, maintain momentum, overcome task initiation barriers, and keep focus locked on high-value outcomes.
My guiding principle is simple: Wherever possible, I try not to take work away from people.
I do not have an issue using AI when something was never going to be a paying job for someone—such as this personal website, personal experiments, or rapid proof-of-concepts where hiring a design agency or web contractor was never on the table.
However, when commercial projects, real budgets, and team livelihoods are at stake, human expertise, creative ownership, and fair compensation must always take precedence over convenience.
While AI helped code and format this site, every achievement, metric, and architectural philosophy presented here is 100% my authentic, lived track record:
AI is my synthesizer and co-pilot; the architecture, leadership, and results are entirely mine.