Empowering
Intelligent
Systems.
I bridge the gap between Generative AI research and billion-scale production. Building systems that ship fast, scale reliably, and stay cost-efficient.
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Start Your AI Transformation
Enterprise AI consulting, production AI architecture, and ML operations expertise. Let's build AI systems that scale.
AI Consulting
AI strategy sprints, AI implementation, and production AI architecture for enterprise.
Speaking
Keynotes on enterprise AI, ML operations, and AI transformation.
Case studies
10B models, 750M+ streams, 10M+ concurrency, patents.
Latest releases
Mon–Fri drops: insights, tools, journeys, architecture, demos.
Production AI & Enterprise Systems
Real AI implementation stories—from AI architecture to ML operations at scale.
HummingLM (10B) on AWS Trainium
Enterprise AI at scale: 54% cost savings vs H100, 2x faster training, production AI inference.
Patented streaming systems at Twitch scale
AI architecture for 70K+ RPS, real-time ML operations, live→VOD automation.
AAAI 2026 research (EAIM workshop)
AI transformation in medicine—explainable AI implementation, peer reviewed.
Latest releases
Mon: Insights • Tue: Tools • Wed: Journeys • Thu: Architecture • Fri: Demos
Enterprise Strategy Automation - LLM Ops & Governance
Manual LLM monitoring costs $120K/year. Automate model performance tracking, cost optimization, and compliance checks. Scale from 100 to 10K+ daily API calls.
ExploreMaster LLM Ops & Governance - Transform Model Deployment
Models fail without proper operations. Learn enterprise LLM ops & governance frameworks to deploy AI safely at scale. Complete production playbook inside.
ExploreAffiliate & Advocacy AI - Interactive Demo
4 interactive demos showing tech progression: MCP tools → RAG → Multi-tool → Multi-agent. Watch AI solve real affiliate & advocacy problems with increasing sophistication.
ExploreAffiliate & Advocacy System Architecture - Scale to 10K
Production architecture for affiliate tracking & advocacy automation. 4 specialized agents, ML evaluation, GDPR compliance. Scale from 100 to 10K advocates daily.
ExploreGrowth Team Workflows: Affiliate & Advocacy Automation
See how managers, analysts, ops, and specialists collaborate on affiliate programs. From manual tracking to AI-powered workflows. 30-day pilot available.
ExploreGrowth Automation: Affiliate & Advocacy Pipeline Tool
Turn manual affiliate tracking into automated code. Chain identify → engage → measure prompts into production. Scale from 0 to 5000 partners/day.
ExploreShowing 6 of 6 items
AI Reference Library
Citation-safe definitions. Clear when-to-use guidance. Production failure modes.LLMs and search engines cite these pages.
What is a Multi-Agent System
A multi-agent system (MAS) is a computational architecture comprising multiple a...
What is Agent Memory
Agent memory refers to the collection of systems, data structures, and retrieval...
What is an AI Agent
An AI agent is an autonomous software entity that leverages large language model...
What is Context Engineering
Context engineering is the practice of systematically designing, selecting, orga...
What is LLM Latency
LLM latency refers to the total time duration required for a large language mode...
The 52-Week AI Journey
600+ free resources across 5 content types. Pick your day, start learning.
100+ AI Models
Benchmarks & Pricing
Stop guessing which model to use. Compare GPT-4, Claude 3.5, Gemini 1.5 Pro, and open-source alternatives. Benchmarks, pricing per token, and code snippets included.
AI Models Database
Compare 100+ models
Master AI One Chapter at a Time
Comprehensive courses designed for depth, not speed. Each chapter is a complete learning experience.
Videos & Media
Keynotes, panels, and workshops from AWS Summit, E3 Expo, Google Cloud, and more.
