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AI Systems Engineer & Developer

Travis·seed0001

Building things that think.

GitHub ↗
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01 — About

What I
build.

I'm an AI systems engineer focused on production software that actually ships. My work lives at the intersection of AI research and practical engineering — building things that run, not just demo.

Multi-Agent AI Knowledge Graphs LLM Orchestration FastAPI WebSockets
Core Stack
Python
90%
TypeScript
80%
JavaScript
75%
Featured Systems
workshop-RT
Multi-agent real-time framework. Autonomous workers coordinate over WebSockets with conflict resolution & distributed state.
PythonMulti-Agent · WebSockets
SeedKG
Knowledge graph engine. Entity extraction, semantic queries, relation mapping, and graph traversal at scale.
PythonNLP · Graph DB
human-sim
Human cognition simulation. Models decision-making, emotional state, and social dynamics for AI research.
PythonSimulation · AI Research
seg-bot
ML segmentation pipeline for automated content classification and intelligent routing at scale.
PythonML · Pipeline
0
Repositories
0
Months active
0
Core languages
Building things that think.
02 — Tech Stack

Core Tools

FastAPI WebSockets Node.js React Three.js Docker Postgres GLSL Shaders
02 — Architecture

System Design

◀ Semantic Knowledge Graphs

Maps data entities and semantic relationships into a queryable network, powering context-aware database queries and graph-RAG retrieval pipelines.

◀ Cognitive LLM Orchestration

Coordinates prompt chains, dynamic task planning, and localized state machines, bridging deterministic systems with probabilistic LLM reasoning.

◀ Distributed Multi-Agent AI

Distributes processing across specialized autonomous workers, running complex concurrent workflows with conflict resolution at scale.

◀ Telemetry & Real-Time Sync

Powers sub-millisecond, bi-directional communication channels for low-latency agent coordination, telemetry sync, and streaming telemetry.

Python 90%
TypeScript 80%
JavaScript 75%
Architectures 4 Core
Telemetry Scale: 1:1 Planetary Model
03 — Ecosystem

Forest
Ecosystem.

A living forest simulation representing GitHub repositories as crawling, hovering, and flapping critters. Hover over critters or their labels to inspect details.

0 Critters
0 Languages

04 — AI Systems

The Deep Work

My most serious work is in autonomous systems. Building things that can reason, coordinate, and act independently.

Python
workshop-RT
Multi-agent real-time framework. Autonomous workers coordinate over WebSockets.
Python
SeedKG
Knowledge graph engine. Entity extraction, semantic queries, graph traversal.
Python
human-sim
Human cognition simulation. Models decision-making, emotional state, social dynamics.
Python
seg-bot
ML segmentation pipeline for automated content classification and routing.

05 — Contact

Let's Connect

Open to interesting problems, collaborations, and deep technical discussions about multi-agent systems, knowledge graphs, and WebGL graphics.

github.com/seed0001 myfoodemail001@gmail.com

Expertise Focus

Python TypeScript Multi-Agent AI Knowledge Graphs FastAPI Node.js Three.js LLMs

Travis's Creations

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