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
Product Team Workflows: How Roles Use Demo Automation
See how product managers, analysts, ops, and specialists each use demo automation differently. Same data, different workflows, 80% faster demos.
ExploreAutomate Product Demos: AI Tools Cut Setup 80%
Turn manual demo prep into automated workflows. Chain prompts into production code. Scale from 10 to 500+ demos/month with Python and TypeScript examples.
ExploreTransform Product Demo Automation - 3 Steps to Success
Manual product demos waste hours daily. Automate your demo process in 3 simple steps with AI-powered workflows. Boost efficiency by 10x instantly.
ExploreBrand Storytelling AI - Interactive Demo | 4 Architectures
4 interactive demos showing tech progression: MCP tools → RAG → Multi-tool → Multi-agent. Watch AI solve real brand storytelling problems with increasing sophistication.
ExploreBrand Storytelling System Architecture | Scale to 10K
Production architecture for AI-powered brand storytelling: agents, ML pipeline, multi-channel publishing. Scale from 100 to 10K stories/month with SOC2 compliance.
ExploreMarketing Team Workflows: Brand Storytelling Roles Guide
See how content, SEO, social, and ops teams collaborate on brand storytelling automation. Real workflows, time savings, ROI. Start 30-day pilot today.
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.
