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// BROADCAST_LOG // ON_RECORD

ON THE
RECORD.

Topics I'm ready to discuss on stage and behind the mic.
AI systems, automation, and building platforms from scratch.

FED.LLM DEEP.RL RAG MEM.SYS
BROADCAST.LOG

> list --status=available

KEYNOTE WHEN DATA CAN'T MOVE
TALK FROM SHOPIFY TO SCRATCH
PANEL MEMORY AS INFRASTRUCTURE
STATUS // AVAILABLE

> FREQUENCY OPEN _

01 ▸ SIGNAL LOG // FEATURED TRANSMISSIONS
Speaker captivating a large crowd on stage at a technology conference
// AVAILABLE TOPIC · KEYNOTE

"WHEN DATA CAN'T MOVE"

Federated architectures for regulated industries. How to design LLM deployments across hospital networks when patient data cannot move. Privacy-preserving model convergence and why the standard fine-tuning playbook breaks under HIPAA constraints. A topic I'm prepared to deliver — grounded in real architecture design.

Fed LLMArchitecture
KEYNOTEFormat
AVAILABLEStatus
Speaker presenting with projected slide at machine learning conference
// AVAILABLE TOPIC · TECHNICAL TALK

"FROM SHOPIFY TO SCRATCH"

Why I built a $440K e-commerce platform from scratch instead of using Shopify. Custom architecture, the Darwin engine, and what you learn when you own every line of code.

$440K+Revenue
AVAILABLEStatus
// AVAILABLE TOPIC · PANEL

"MEMORY AS INFRASTRUCTURE"

Why the context window is the wrong abstraction. Designing recursive state and persistent memory architectures for agents that need to operate at long-horizon scale.

RAG+RLStack
AVAILABLEStatus
02 ▸ AVAILABLE TALKS // TOPIC CATALOG
// KEYNOTE
Building AI-Augmented Development Pipelines
One architect, multiple AI agents, production sites in hours
AVAILABLE
// TECHNICAL TALK
The Darwin Engine: Automated Split-Testing at Scale
How continuous A/B testing drove $440K in 90 days
AVAILABLE
// PANEL
From D1 Athlete to AI Architect
How athletic discipline translates to engineering excellence
AVAILABLE
// WORKSHOP
Custom E-Commerce Architecture: Zero Platform Fees
Building high-performance storefronts without Shopify
AVAILABLE
// TECHNICAL TALK
RAG Pipeline Design for Production Systems
Architecture patterns for retrieval-augmented generation at scale
AVAILABLE
// FIRESIDE
$300M in Digital Commerce: Automation Lessons
Fifteen years of systems that convert, retain, and scale
AVAILABLE
03 ▸ DEEP DIVES // TOPIC DETAIL
// TOPIC_01

AI-AUGMENTED ARCHITECTURE

How one architect directing AI agents can outperform traditional dev teams. The verse_sites pipeline — from concept to production in hours. Real lessons from building an AI-first development workflow.

AI PIPELINE · CLAUDE CODE · PRODUCTION
// TOPIC_02

CUSTOM E-COMMERCE AT SCALE

Building high-performance platforms without Shopify. Custom architecture, the Darwin split-testing engine, and why owning your code means owning your destiny. Case study: EatMeals.

EATMEALS · DARWIN · $440K FIRST 90D
// TOPIC_03

RL IN LIVE ENVIRONMENTS

Designing policy networks for production deployment. Reward shaping for real-world objectives, latency constraints, and the architecture patterns that make RL viable outside the notebook.

POLICY NETWORKS · ARCHITECTURE · DESIGN
// TOPIC_04

LONG-HORIZON AGENT MEMORY

Why the context window is an architectural flaw, not a feature ceiling. Recursive state systems, memory consolidation, and what autonomous agents actually need to operate across sessions.

RAG+RL · PERSISTENT STATE · AGENTS
// OPEN FREQUENCY
"The gap between what gets planned and what actually ships
is where the real engineering conversation lives.
That's the talk I give."

Available for keynotes, technical panels, and podcast appearances.
Topics drawn from real platforms and production experience — // not slides full of theory.

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