About
I’m Matthew McClendon, a San Francisco–based designer, technologist, writer, and father.
I design AI-assisted decision systems where the interface is only the visible layer. Underneath it, something more consequential is usually happening: a model is scoring, a workflow is routing, a signal is being interpreted, or a decision is being made under uncertainty.
That is where I do my best work: turning AI output into decisions people can trust, challenge, and defend in the real world.
What Amid the Noise is for
Amid the Noise is an ongoing body of work that serves as evidence: how I think, how I design, and how I translate complex system behavior into decisions people can understand.
Some of that writing is professional by design. It helps recruiters, hiring managers, interviewers, and collaborators see the kind of problems I am built for. Some of it is broader and more reflective. I am interested in how people and systems shape each other, and in what it takes to preserve clarity when complexity starts to sprawl.
The site is not meant to be a feed. It is meant to be collateral with a point of view.
How I work
I tend to do my best work where stakes are real and behavior is hard to read at a glance. AI-assisted products. Decision systems. Financial and operational environments where a clean interface is not enough because the real question is whether the system can be understood, challenged, and trusted.
My background spans early internet platforms, enterprise systems, financial workflows, and AI-native environments. Across all of them, the recurring problem is familiar: how do you make invisible system behavior legible enough for a human being to respond with sound judgment?
The HARMONIC Framework is a patent-backed body of work on how complex systems maintain coherence, integrity, and trust under real-world conditions. As its author, I see it as a threshold moment in my work: years of intuition and pattern recognition made formal, defensible, and durable.
I care about explainability, oversight, escalation paths, and feedback loops that help people stay oriented when the machine has more speed than context.
That is the throughline: I design systems where AI supports human judgment instead of quietly replacing it.
A little more personally
I have spent enough years around technology to know that novelty is not the same thing as progress. I still love the craft. I still love the systems thinking. I still get excited by elegant infrastructure, by good tools, by the moment a hard problem becomes briefly clear.
I am a writer by instinct. Part of that comes from observation. Part of it comes from survival. Part of it probably comes from spending a life admiring people like Mark Twain, who understood that wit is often just truth arriving with better timing.
That instinct also led to Exit Wounds, a poetry collection about recovery, toxic attachment, substance use, homelessness, and the difficult work of naming what survival costs before it becomes wisdom.
I live in San Francisco, with an eye toward Boston. I believe a lifetime of learning is the only way to stay awake in the world, and much of my own adult education has been shaped by time spent with the Massachusetts Institute of Technology. I hope, in time, my son finds his own path into that same pursuit.
Focus
AI-native product design, trust and safety, explainability, human-in-the-loop systems, decision workflows, signal integrity, and the design of products that need to remain accountable under pressure.
In Practice
I work inside the systems I write about.
Recovery is not a chapter behind me. It shapes how I understand behavior, incentives, and what it takes to rebuild trust under real conditions.
I spend time with populations that are often treated as edge cases but are central to the health of the system, including aging LGBTQ+ communities and unhoused individuals navigating fragmented services.
I serve in election operations in Santa Clara County, where policy meets the public in real time. It is one of the clearest expressions of civic infrastructure: fragile, essential, and deeply human.
Fatherhood grounds everything. Working with my son's charter school keeps me close to the environments shaping how the next generation learns and participates.
I mentor early-stage builders navigating complexity for the first time, with a focus on judgment, restraint, and learning how to see systems as they are.
I also write at the policy level on national security, intelligence infrastructure, and system design under pressure, extending the same focus on trust, signal, and decision-making into institutional contexts.
Learning remains the constant. Not as a goal, but as a condition.
Affiliations
Design, research & technology
Member, BayCHI (San Francisco Bay Area chapter of ACM SIGCHI)
Member, Interaction Design Association (IxDA)
Member, UXPA International
Member, IEEE Computer Society
Member, AIGA (American Institute of Graphic Arts)
Contributor, UX Collective
Civic, policy & community
Advisor, World Affairs Council of Silicon Valley
Member, BAYMEC (Bay Area Municipal Elections Committee)
Member, American Civil Liberties Union
Member, Freelancers Union
Member, SEIU Local 521
Election Manager, Santa Clara County Registrar of Voters
Volunteer, Castro Country Club, San Francisco, California
Professional & fraternal
Member, MENSA International
Master Mason, Altus Lodge No. 62, A.F. & A.M., Altus, Oklahoma
Colophon
Amid the Noise is built with Astro, deployed on Vercel, and maintained through GitHub. Search is powered by Pagefind. Analytics are provided by Google Analytics. Typography is set in Source Serif 4 and Georgia.