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Preparing your experience
Preparing your experience
What I am currently working on, learning, and focusing on. Inspired by Derek Sivers' now page movement.
Last updated: November 2025
Building ML infrastructure that enables teams to deploy models reliably at scale
Leading product initiatives for AI/ML systems serving billions of predictions daily
Collaborating with engineering teams on model deployment pipelines and observability
Driving adoption of best practices for production ML systems
Maintaining the illuminated Pink Triangle installation over San Francisco as a beacon of LGBTQ+ resilience
Planning next iteration of large-scale light installations for 2026
Exploring interactive elements that respond to community engagement
Collaborating with Illuminate.org and National AIDS Memorial on memorial projects
r3: Building a memory layer for AI assistants with Redis-backed context persistence
Claude Code Extensions: Creating developer tools that integrate AI into existing workflows
Exploring MCP (Model Context Protocol) implementations for better AI tool integration
Contributing to open-source AI developer tools and frameworks
Advanced prompt engineering techniques for complex reasoning tasks
Production patterns for AI-powered applications at scale
Interactive lighting systems and IoT integration for large-scale installations
Developer experience design for AI-first tools
Memory systems and context management for long-running AI sessions
Making AI systems more reliable and debuggable for production use
Creating immersive experiences that foster community and highlight social issues
Improving developer workflows with AI-powered tools
Building infrastructure that enables rapid AI experimentation
Sharing knowledge through writing, speaking, and open-source contributions
This is a "now page" - a snapshot of what I am currently focused on. It is updated regularly to reflect my current priorities and projects.
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