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I'm Kory Ryan, an AI Systems Architect and Intelligent Agent Engineer who builds autonomous systems that think, adapt, and evolve. I specialize in multi-agent orchestration, LLM integration, utility AI, and autonomous decision-making pipelines.
My journey started in the U.S. Army — combat deployments to Afghanistan forged the discipline and strategic thinking I now channel into engineering intelligent systems. I've since built multi-tier agent AI architectures (reactive → tactical → strategic LLM layers), computer vision platforms, AI trading systems, and LLM-powered development tools.
I architect across the full AI stack — from PyTorch/TensorFlow models and LLM prompt engineering to production frontends with React/Next.js/React Native and scalable backends in Python, Node.js, C++. My work spans Unreal Engine 5 AI systems, cross-chain blockchain protocols, and autonomous agent platforms.
Currently seeking roles in AI Engineering, Agent Systems, and Intelligent Automation. Let's build the future of intelligent systems.
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From multi-tier agent AI architectures to LLM-powered dev tools to computer vision platforms—I build systems that think, adapt, and ship. Explore more on the projects page.
Cortex — LLM-Powered Blueprint Engine
Developing...
Unreal Engine 5 editor plugin that lets developers generate Blueprints through natural language conversation with Claude AI. Features 400+ node types, auto-retry self-correction, FBlueprintActionDatabase dynamic lookup, comprehensive pin aliasing, and MCP server integration. The LLM reasons about exec flow, resolves pin connections, and builds complete gameplay systems from a chat panel.
Echo — LLM-Driven Autonomous Agent World
Developing...
Kenshi-inspired open-world simulation in Unreal Engine 5 where every NPC is powered by a multi-tier AI architecture: reactive C++ layer (every tick), tactical utility AI (every 2s), and strategic LLM reasoning (personality, emotions, speech). Features persistent agent memory, KO/medical/body-part systems, speech bubbles, squad management, and a full save/load world system. NPCs gather, build, fight, and converse autonomously.
MacroForge — AI Vision Fitness Platform
Developing...
Cross-platform mobile app combining AI-powered pose detection for rep counting, computer vision food scanning for automated macro estimation, and personalized AI nutrition analytics. Features social leaderboards, user challenges, and subscription monetization.
AI Trading Bots & Autonomous Agents
AI-driven trading systems for digital asset markets using rule-based and ML-enhanced strategies. Features persistent memory-enabled agents with personality layers, multi-agent coordination for automated decision-making, backtesting frameworks, and real-time performance analytics.
Whale Squares
Developing...
Whale Squares brings the classic sports‐pool number‐grid concept on-chain: pick your square in the NFT-board, stake a position and ride the outcome. Built as the first fully on-chain ‘football-squares’ game for degens, each board square is an NFT you own. Rewards are distributed in crypto based on live-event outcomes, blending fun, social play and token rewards. NFTs confer ownership of board cells, tradability, and direct participation in the prize pools.
ChainEstate
Developing...
A tokenized real estate investment marketplace built with React Native and XRPL's EVM sidechain. Features fractional property ownership via ERC-1155 contracts, on-chain KYC, dividend distribution, investor governance modules, and AI-driven analytics for yield, liquidity, and property risk assessment.
FluidX / IntelliWallet
Developing...
An AI-powered crypto wallet supporting XRPL and EVM networks. Features smart portfolio analytics, personalized trading insights, integrated DeFi aggregator, social trading layer, and clean responsive design with advanced user flow and security.
Drippy DeFi Platform
Developing...
A cross-chain DeFi rewards ecosystem featuring NFT staking, yield optimization, and fee redistribution logic. Multi-chain bridging between XRPL and EVM, dynamic liquidity pools and reward tiers, and NFT-based governance with gamified participation.
Blockify Music Marketplace
Developing...
A decentralized music NFT marketplace connecting artists and collectors. Custom ERC-20 and NFT contracts (BLOK, PAGS), royalties and revenue sharing, cross-platform artist dashboards, and full brand identity and front-end experience design.
Bullish Cafe
Blockchain-powered coffee marketplace bridging traditional coffee culture with XRPL technology. Developed XRPL-integrated marketplace with NFT loyalty program, transparent supply chain tracking, and dynamic pricing algorithms with automated escrow systems.
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Deep dives into AI architecture, agent systems, LLM engineering, and blockchain innovations. Check out my blog page for more.

