Machine Learning Engineer · Founder

ClaytonChristian

Founder of Donjon Intelligence Systems — building intelligent systems with the craft of a maker and the eye of an entrepreneur.

Tulsa, OklahomaEst. 2023AI · ML · Systems
Explore the work →Get in touch
Clayton Christian
Clayton ChristianTulsa
— 01 —The Maker

I build intelligent systems that solve real problems — where technology, business, and human experience meet.

A Tulsa-based founder and machine learning engineer, I founded Donjon Intelligence Systems (evolved from CurveAi Solutions) to help entrepreneurs put artificial intelligence to work.

My practice spans agent orchestration, knowledge systems, and the unglamorous engineering that makes them dependable — always driven by a commitment to craft and excellence.

Key Accomplishments

Founded Doer (donjon.agency) — an AI agent orchestration platform with governance-aware hiring, multi-agent workflow management, and real-time execution logging. Currently managing a live agent workforce.

Built K8 (Comunnik8) — a private, ephemeral AI-mediated communication bridge where agent representatives negotiate clarity and produce zero-retention reports. Full pipeline from assessment to lounge to report.

Developed enterprise-grade agent deployment infrastructure supporting Claude Code, OpenAI Codex, and custom agent adapters with memory persistence, tool execution, and automated lifecycle management.

Engineered full E2B sandbox integration for secure, ephemeral agent execution environments with real-time streaming, file system access, and automated cleanup.

Established a DevOps and MLOps pipeline integrating Dockerized services, Supabase backend, Vercel deployment, Stripe billing, and ElevenLabs voice integration across multiple platforms.

Proven Early Traction, including one high-frequency trading client generating $36k in revenue, 3–5 signed LOIs, and multiple production-deployed AI agent systems.

Championed AI Literacy Initiatives, designing client onboarding and educational programs that demystify AI and unlock its application for SMBs in the Tulsa region.

80+
Public Repos
42+
2025 Projects
138+
Community Members
28
GitHub Followers

“Wow, Clayton! Really an amazingly thorough outline. I can't wait to see everything implemented as we progress. Thank you for the excellent work and timely update!”

Jody Beeson · Founder, Clean Machine Tulsa

“Clayton Christian is a creative and hardworking machine learning pro with a strong entrepreneurial mindset. He's the kind of person who doesn't just solve problems—he finds smarter, faster, and often more innovative ways to tackle them. Whether he's building something from scratch or improving an existing system, Clayton brings energy, curiosity, and a get-it-done attitude that makes a real difference. He's a great person to have on any team that wants to move fast and think big.”

Chenxi Wu · Machine Learning Engineer

“Clayton doesn't just solve problems — he finds smarter, faster, more innovative ways to tackle them. The kind of person any team that wants to move fast and think big should have.”

Chenxi Wu · Machine Learning Engineer
— 02 —Technical Skills

Machine Learning & Data Science

PythonTensorFlowKerasPandasPyTorchOpenCVData PipelinesMatplotlibCloud GPU AccelerationJupyter Notebooks

Software Development

PythonCC#BashHTML/CSSJavaScriptUnityGitDocker

Data & Cloud

SQLMySQLNoSQLNeo4j Knowledge GraphsQdrant Vector DatabaseAdvanced SupabaseHadoopCloud ServicesSystem Engineering

Financial & Trading

Quantitative FinanceFinancial ModelingAlgorithmic TradingTime Series AnalysisLSTM

AI & Automation

Prompt EngineeringAI AgentsAdvanced Agent OrchestrationMulti-Model LLM IntegrationE2B Sandbox ExecutionOpenRouter Multi-ModelClaude Code APIOpenAI IntegrationGoogle Generative AIn8n Workflows

DevOps & Management

Agile MethodologyDevOps/MLOps PipelinesMulti-Tenant SaaSWebSocket SystemsSecure Sandbox EnvironmentsAPI-First ArchitectureProject ManagementSystem ArchitectureDocker Deployment

Professional Strengths

Team CollaborationTechnical CommunicationRapid AdaptabilityInnovative Problem SolvingProject Management
— 03 —The Venture · Donjon Intelligence Systems

From a one-person consultancy to an intelligence studio.

Donjon Intelligence Systems began life as CurveAi Solutions in 2023 — a single engineer taking on the AI work that Tulsa founders couldn't find anyone else to build.

Bespoke client work soon hardened into a thesis: the same agent orchestration, knowledge systems, and unglamorous reliability deserved to be products in their own right. In 2024 the studio rebranded to Donjon, and the consultancy became a platform company.

What began as CurveAi Solutions evolved into Donjon Intelligence Systems — our transition from consulting to productized AI platforms. Doer, our flagship agent control plane, represents everything we learned building custom solutions: that teams need a unified command center for their AI operations, not another point tool.

Founded 2023 · TulsaFormerly CurveAi SolutionsSelf-funded · Seeking seed
  1. 2023

    CurveAi Solutions

    First client engagements — AI automation and ML pilots for local founders who needed a builder, not a slide deck.

  2. 2024

    Becomes Donjon

    Rebrand to Donjon Intelligence Systems and the build of the shared agent-orchestration core every product now runs on.

  3. 2025

    The flagship collection

    Doer, K8, and Vibe Native take shape from one platform foundation — consulting know-how, productised.

  4. 2026

    Scaling up

    Seeking seed funding to put the platform in the hands of entrepreneurs well beyond Tulsa.

— 04 —The Collection · Flagship Products
Primary Flagship

Doer

The control plane for your agent workforce

Not a chatbot. Not a workflow tool. An operating system for autonomous agent teams — with persistent memory, governance built in, and an audit trail you can trust. Live fleet view, self-populating backlog, goal-ancestry tracing, approval gates, and budget hard-stops per goal. Ships with 24 specialist gremlins on demand and a growing Agent Corpus of pre-staffed AI departments.

2,500+
Successful issues
50+
Specialist agents
4
Agent departments
Letta-powered memorySelf-populating backlogGoal-ancestry tracingApproval gatesBudget hard-stopsImmutable activity log
Claude SDKOpenAIn8nNext.js 15Vercel Edge
Visit platform →Code →
In Development · Comunnik8

K8 — AI-Mediated Communication

Private, ephemeral, zero-retention

Sandboxes where AI agents representing each party negotiate clarity, then produce reports — reducing miscommunication friction without storing a thing. Features personality assessment, agent representation, lounge sessions, and AI-mediated mirror conversations. Pre-launch with Stripe billing, onboarding flow, and full assessment pipeline complete.

Claude SDKE2B SandboxingTypeScript
Try K8 →Code →
In Development

Vibe Native AI Studio

“The only limit is our imagination”

A multi-tenant AI development platform with secure sandbox execution — orchestrating specialised agents that deliver production-ready artifacts autonomously. Includes Project AEGIS v2 agent orchestration, Neo4j Memory Hub, ArtiFactory artifact generation, and AgentLab V3 development & testing environment.

TypeScriptE2BNeo4jOpenRouterClaude OpusSupabase
Visit platform →Live demo →
— 05 —Featured Work

ServicePro Platform

a

AI-native service business platform that generates fully functional websites with customer acquisition playbooks built in. Features AI-powered phone system with auto-attendant and call routing, intelligent appointment scheduling that learns availability patterns, dynamic SEO optimization, mobile-first responsive design, and automated subdomain deployment. Service businesses go from signup to live with a phone system, scheduling, and marketing engine running — no code required.

Next.jsVercelAI SchedulingPhone SystemSEOCSS Variables
Code →

Velvet Willow Moodboard

b

Client project featuring visual design and moodboard functionality. Modern, elegant interface for creative inspiration and design collaboration.

TypeScriptReactViteVercel
Code →Live Demo →

Know-Defeat

c

A comprehensive AI-powered strategic analysis platform that transforms complex decision-making through intelligent data processing and predictive modeling. Features multi-modal AI integration, real-time analytics, and custom algorithms for pattern recognition and outcome prediction.

PythonMachine LearningAI OrchestrationData Analytics
Code →

Curve AiGency Knowledge Studio

d

AI-driven knowledge management platform combining Neo4j knowledge graphs for visualizing relationships, Qdrant vector databases for semantic search, and Supabase for structured data management. Intelligent curation and dynamic knowledge workflows.

TypeScriptNode.jsNeo4jQdrant
Code →Live Demo →

Spotify Taste Classifier

e

ML pipeline analyzing Spotify data to classify user taste profiles using supervised learning algorithms and comprehensive data analysis. Features collaborative playlist creation from multiple user libraries with intelligent clustering and KNN algorithms.

PythonPandasScikit-learnSpotify API
Code →Live Demo →

AiPex Platform Exchange

f

AI Platform Exchange demo enabling modular plugin integrations between internal agent platform and third-party tools with RESTful services.

TypeScriptOpenAI APIsRESTful Services
Code →Live Demo →

AiGency Workbench

g

Early Curve AI webapp prototype showcasing agent management, system monitoring, and model orchestration within a comprehensive interface.

TypeScriptReact
Code →Live Demo →

Holberton Hadoop Project

h

Comprehensive capstone project involving Hadoop-based distributed data pipelines and MapReduce workflows for processing large datasets.

PythonHadoopHDFS
Code →

Amazon Listing Enhancer AI

i

AI-powered tool that optimizes Amazon product listings by generating enhanced titles, descriptions, and bullet points using advanced NLP.

PythonOpenAI APIStreamlit
Code →Live Demo →

Scissortail Windows & Doors

j

Full-stack CRM and web application for window/door installation company. Digital transformation roadmap including customer lifecycle management, order processing, delivery coordination, and warranty management.

ReactCRM IntegrationAPI ArchitectureDatabase Design
Code →
— 06 —n8n Automations

Intelligent workflow automation solutions that streamline business processes and enhance operational efficiency.

n8n Workflow
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Clean Machine Automation Agent workflow diagram

Clean Machine Automation Agent

A comprehensive automation workflow that streamlines customer service operations for Clean Machine Tulsa. Integrates lead capture, quote generation, scheduling coordination, and customer communication. Automatically processes incoming requests, generates personalized cleaning estimates using AI, manages appointments, and sends automated follow-ups.

n8nAI IntegrationCRMEmail AutomationSMSScheduling

Key Capabilities

—Lead capture and qualification
—AI-powered quote generation
—Automated scheduling
—Multi-channel communication
—CRM data sync
n8n Workflow
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Project Management Agent workflow diagram

Project Management Agent

An intelligent project management automation that orchestrates complex workflows across multiple platforms. Automates project lifecycle management including task creation, status tracking, team notifications, deadline monitoring, and progress reporting with advanced logic for priority assignment and resource allocation.

n8nProject ManagementAPI IntegrationNotificationsAnalytics

Key Capabilities

—Automated task creation
—Real-time status tracking
—Smart deadline alerts
—Cross-platform notifications
—Progress reporting
View Live Demo →
n8n Workflow

Knowledge Graph Memory MCP Server

A persistent memory system enabling AI agents to remember conversations across days, track decisions over weeks, and build institutional knowledge. Creates a living knowledge base that evolves with every interaction, ensuring AI agents have context continuity without repeated information.

MCP ProtocolGraph DatabaseSession Managementn8nKnowledge Graphs

Key Capabilities

—Entity creation and relation tracking
—Session continuity
—Decision reference
—Institutional knowledge
—Integration with all Donjon AI assistants
— 07 —Freelance & Experience

Software engineering projects completed post-Atlas School (Dec 2023).

Donjon Capital, LLC

Founder & CEO · Dec 2024 – Present

Founded Donjon Capital LLC as parent entity for Donjon Intelligence Systems. Managing governance, cap table, and investor relations. Leading the development of AI-powered platforms and productized solutions for entrepreneurs.

—LLC Formation & IP Assignment — Established Delaware LLC structure and assigned intellectual property rights
—Investor Relations — Onboarded first investor (EJ Oppenheimer, 1% equity) with weekly reporting cadence
—38 AI Assistants Deployed — Production-ready AI assistant platform with core features fully operational
—$36k+ Revenue Generated — High-frequency trading client generating sustained monthly revenue
—3-5 Signed LOIs — Letters of Intent secured for pilot-ready productized AI agents

CurveAi Solutions

Machine Learning Engineer & Founder · 2023 – 2024

AI development agency focused on multi-agent orchestration, knowledge management systems, and enterprise AI solutions. Evolved into Donjon Intelligence Systems in late 2024, transitioning from consulting to productized AI platforms.

—High-Frequency Trading Client — Maintained trading client generating $36k+ in sustained revenue
—AiGent® System — Developed advanced orchestration capabilities with multi-agent coordination
—Knowledge Studio Platform — Built platform with Neo4j knowledge graphs + Qdrant vector database
—AiPex Integration Framework — Created AI Platform Exchange for modular plugin integrations
—Discord Community — Established 138+ member community for developers and AI innovators
—Clean Machine Tulsa — AI automation and customer service optimization with n8n workflows

DataAnnotation

Machine Learning Engineer / Software Consultant · Jan 2024 – Present

Contributed to multiple internal AI and software R&D projects including advanced ML operations platforms, dynamic auditing systems, and AI orchestration engines.

—Project Codex — ML ops platform for labeling, tracking, and annotating data
—Achilles Project — Prototype for dynamic edge-case auditing
—Project Zeus — AI orchestration engine powered by advanced prompting and metadata schemas

Outlier

Prompt Engineering Research Contractor · 2024

Created educational datasets, prompting guides, and evaluation rubrics for AI-assisted student modeling. Contributed to advanced AI training methodologies and educational content development.

—Educational Dataset Creation — Developed comprehensive datasets for AI training in educational contexts
—Prompting Guides — Created detailed guides for effective AI prompt engineering
—Evaluation Rubrics — Designed assessment frameworks for AI-assisted learning models
— 08 —Education & Training

Formal education and specialized accelerator programs in computer science, machine learning, and AI entrepreneurship.

B+B

Builders + Backers Idea Accelerator

90-Day Intensive AI Startup Accelerator · 2024

Intensive accelerator program focused on AI platform development, product-market fit discovery, and investor relations. The program provided strategic guidance on transitioning from development agency to productized AI platform company, culminating in the formation of Donjon Capital LLC.

Key Outcomes

—AI Platform Development Strategy
—Product-Market Fit Discovery
—Investor Relations & Fundraising
—Formation of Donjon Capital LLC
—Go-to-Market Strategy
CS

Computer Science & Machine Learning Engineering

Atlas School — Tulsa · Diploma Program

Comprehensive program combining foundational computer science principles with advanced machine learning engineering practices. The curriculum emphasizes hands-on learning, real-world project development, and industry-relevant skills in AI and ML systems.

Key Areas of Study

—Machine Learning Algorithms
—Deep Learning & Neural Networks
—Data Structures & Algorithms
—Software Engineering Practices
—Statistical Analysis & Modeling
—MLOps & Production Systems
— 09 —Media & Community
♫

Curve AI Solutions Podcast

SoundCloud · Conversations on AI, business, and innovation

Listen to conversations on the future of AI, business, and innovation.

Visit SoundCloud →
▲

Donjon Capital — Technical Analysis & Algorithmic Trading

TradingView · DonjonCapital

Former day trader and technical analyst publishing on TradingView under the alias DonjonCapital. Authored custom scripts and trading strategies, including the high-performing ATR + VWAP Alert with 1.5k+ boosts. Specialized in technical analysis, algorithmic trading strategies, and market research.

TradingView Profile →
♥

theDonjon Discord

138+ Members · Global Community

A global community of 138+ members curated over years of self-education and research. A space for developers, traders, creatives, and thinkers to collaborate and share resources. Built through years of networking and community building, fostering meaningful connections and knowledge sharing across diverse disciplines.

Join Discord →
— 10 —Certifications

Professional certifications and specialized training programs completed to enhance entrepreneurial and venture building expertise.

VB

Venture Building Certification

Builders + Backers Idea Accelerator

This badge certifies completion of the Builders + Backers Idea Accelerator's 90-day program, including curriculum on identifying problems, ideas, pathways, experiment design & execution, and evaluation. Participants learn skills in finance, project management, budget & analysis, regulatory & compliance, resource planning, capital strategy, personnel management, sales & marketing, and general venture building.

Venture Builder Certification

Core Skills

EntrepreneurshipInnovationCritical ThinkingExperimentationProject ManagementResource PlanningSales & MarketingVenture Building

Technology Platforms

CodaCanvaSlackMiro
N

Notion Essentials

Notion Academy · Completed Oct 2025

This certification validates proficiency in Notion fundamentals and practical application of the platform's core features. Covers workspace setup, database creation, filtering, sorting, and collaborative workflows. Mastery of Notion enables efficient knowledge management, project organization, and team collaboration through powerful no-code database and automation capabilities.

Notion Essentials Certification

Key Competencies

Database DesignFiltering & SortingRelations & RollupsViews & TemplatesFormulasCollaboration

Applications

Project ManagementKnowledge BaseCRM SystemsContent Planning
— 11 — Commission a Conversation

Build to Last. Progress to Stay.

Seeking Funding for Start-Up. Open to ML engineering roles, AI consulting, and ambitious startups — in Tulsa and remote.

Emailclaydonjon@proton.meTelephone(539) 314-9375LinkedInclayton-reeseStudioTulsa, Oklahoma