Product & Systems Design | AWS, LLMs, Developer Experience

I help founders, technical directors, and operations leaders architect what comes next—whether that’s building an AI-native product from scratch or stabilizing operations at scale. My current work includes: • Prototyping LLM-powered tools and agentic workflows • Auditing and rebuilding creative infrastructure (file syncs, team workflows, automation) • Resetting UX systems and Agile practices in fast-growing organizations I started by designing and building distributed content platforms at BitTorrent and Wikia (now Fandom)—systems that supported millions of users and taught me how things scale, break, and recover. That grounding in infrastructure continues to shape how I approach everything from interaction models to org-wide workflows. At AltspaceVR and Meta Co., I led UX for immersive computing—designing early social VR systems (AltspaceVR was later acquired by Microsoft) and prototyping spatial interfaces for AR. One of those systems became a patented interaction model now cited by Apple and ByteDance. At Mavenlink (now Kantata), I worked across design, product, and engineering on a multi-year shift toward extensible UX and role-based access control—helping evolve the platform’s architecture to support enterprise scale and future AI-driven workflows. If you're navigating complexity—from 0→1 or across a growing surface area, reach out: https://3DMATH.studio/start