// Systems Engineering & Interactive Technology
Defense simulation architecture, AI-native knowledge graphs, code intelligence tooling, and immersive space game development — built with first-principles engineering.
About
Tree-D Interactive is the studio behind a portfolio of technically ambitious systems spanning defense-sector simulation, AI memory infrastructure, code intelligence platforms, and interactive technology.
Background as a defense contractor informs work across complex multi-domain architectures agent-based modeling to Neo4j knowledge graphs, UE5 orbital mechanics plugins, and security-conscious systems design.
The common thread: first-principles problem solving, minimal tooling overhead, and engineering systems that actually work at the edges of what's possible.
Projects
Real-time solar and geomagnetic event visualization powered by Cesium.js. Tracks solar wind, CMEs, geomagnetic indices, and aurora forecasts across a 3D globe with temporal playback.
→ Code IntelligenceNeo4j-backed code intelligence platform that constructs a live symbol graph from LSP data. Exposes 28-tool MCP server for LLM-driven codebase navigation, cross-project dependency mapping, and tiered call hierarchy traversal.
→ AI InfrastructureGraph-backed conversational memory system for LLMs. Entity-relationship extraction, spreading activation recall, confidence evolution via corroboration across commits, PRs, and tickets. BSL licensed, targeting enterprise and government verticals.
→ Visual ToolingVisual scripting wrapper for Mesa 3 agent-based models. A React Flow canvas replaces expression strings with node subgraphs — BRANCH, SEQUENCE, FOR EACH, GATE, PERCEIVE, ACT, MOVE, COMMUNICATE — with full federation codegen via a FastAPI bridge. Modeled on UE Blueprint's Actor/Level/Interface pattern.
→ Game DevelopmentSpace game built in Unreal Engine 5 with FleetCommand — a custom physics/rotation plugin using Lie theory decomposition and symplectic Euler integration for physically accurate orbital mechanics and spacecraft attitude control.
Technology
Contact
Interested in simulation architecture, AI infrastructure, or just want to talk shop?