Machines Talking to Machines
Exploring the **Machine Context Protocol (MCP)** and multi-agent systems. Building architectures where specialized AI agents collaborate directly to execute complex, autonomous workflows.
Legal AI Integration
Integrating custom AI agents into **law firm case management** workflows to automate document review, client intake, and deadline tracking.
Ecommerce AI Efficiency
Optimizing product feed attributes and merchant center data pipelines using LLMs to maximize Free Listing visibility and PMax relevance.
Working on Amazon Nova AI
Experimenting with **Amazon Nova** foundation models. Evaluating their multimodal capabilities and cost-performance ratio for next-gen agentic workflows.
Engineering Interactive Assets
I'm currently building a **Revenue Engineering Calculator** (React/Framer Motion) to visualize 'The Gibson Effect'—demonstrating how 30% efficiency gains compound into massive annual growth.
Writing on AI Programmatic
Drafting **'The AI Revolution in Programmatic Media Buying'**. Tracing the history from manual bidding to autonomous agents that manage portfolio-level optimization.
Reading
"Thinking, Fast and Slow" by Daniel Kahneman.
Re-reading to better understand system-1 vs. system-2 thinking, specifically to model how LLMs trigger "reasoning" chains vs. instant token prediction.