Available for select engagements
Builder of systems and products at the intersection of operations, data intelligence, and applied AI. Founder of Gold Shore Labs.
Selected work →Scroll to explore
About
I build infrastructure, products, and organizations that operate at the edge of established categories. My work spans systems architecture, manufacturing operations, media production, platform engineering, and AI-driven data intelligence — often simultaneously.
At Gold Shore Labs, I'm developing a suite of interconnected products: an AI gateway and Proof of Agency layer (Banproof), a sentiment intelligence platform, and tools for human-in-the-loop AI workflows. The common thread is building systems that remain intelligible and auditable as they scale.
Before software, I spent years in industrial and manufacturing contexts — Fabco Industries, print and media production — which shapes how I think about reliability, throughput, and the cost of failure in production systems.
Selected work
AI Infrastructure · 2024–present
Founder-led product studio building AI gateway infrastructure, sentiment intelligence tooling, and human-in-the-loop workflow systems. Platform serves multi-tenant data routing across sports, government, and professional network verticals.
goldshore.ai →AI Gateway · Proof of Agency
AI transparency layer implementing Proof of Agency (PoA) protocols. Provides auditable records of AI decision chains and DePIN infrastructure for verifiable AI action provenance.
banproof.me →Product Systems · Editorial Commerce
Object-first product research and editorial commerce systems, connecting evidence, catalog data, and human-reviewed publishing workflows.
github.com/marzton/gearswipe.com →Medical Imaging · Applet
Medical-imaging software exploration focused on MRI visualization and analysis workflows. A technical project, not a clinical diagnostic product.
Patented Product · Client work
Patented client product. Selective access — inquire directly for details.
armsway.com →AI Video · Creative
AI video production project utilizing Google Veo. Experimental long-form narrative generation at the boundary of documentary and synthetic media.
Operations · Food systems
New York food systems project. Operations and platform infrastructure.
Undisclosed
Additional ventures in development. Not yet public.
Career
2024 – Present
Gold Shore Labs
Building AI infrastructure products, sentiment intelligence platforms, and human-in-the-loop workflow tooling. Full-stack architecture across Cloudflare Workers, D1, R2, and multi-model AI APIs.
Ongoing practice
Independent systems practice
Designing composable, auditable systems across product, data, infrastructure, and operations—with clear boundaries between research, automation, and human approval.
Prior
AXE Creatives / SFNY
Creative operations, production management, and platform work across advertising and media contexts in New York.
Prior
ICD Publications
Editorial production, media operations, and publishing infrastructure.
Prior
Fabco Industries
Industrial operations, production systems, and manufacturing process management. Foundation for systems-level thinking applied to software infrastructure.
Contact
I take on a small number of engagements. If what you're building has real stakes and unusual constraints, I'm interested in hearing about it.