STRENGTH IN
VULNERABILITY,
POWER IN
EXPRESSION.

Resilient Architect | AI Systems Engineer

I architect resilient enterprise systems that don't just run—they evolve. Building autonomous AI agents through self-referential strange loops. Where vulnerability becomes strength, and expression becomes power. This is not just code. This is cognitive architecture.

✨ Available for Full-Time, Contract & Consulting Opportunities

LET'S BUILD SOMETHING RESILIENT

FEATURED WORK

🧠 PMCR-O Framework

Tooensure - AI Agent Company

Self-referential AI cognition system. The loop that creates itself through its own iterations. Built on Martin Buber's I-Thou, Hofstadter's Strange Loops, and von Neumann's self-replicating systems. This isn't just an AI framework—it's a cognitive architecture that thinks about its own thinking.

  • Created cognitive architecture that improves itself through self-reflection
  • Built real-time dashboard for monitoring AI thought processes (SignalR + Blazor)
  • Developed scalable microservices handling complex AI workflows (.NET Aspire)
  • Enabled AI to execute tasks autonomously while tracking reasoning trails
  • Validated by PROMPTBREEDER (2024) and Gödel Agent (2025) research papers

TECH STACK

.NET 10 + Aspire C# + Blazor Microsoft Agent Framework gRPC SignalR PostgreSQL + pgvector Redis Ollama
View on GitHub →

🚌 Go-To Transit

Production Mobile App - Google Play Store

Cross-platform mobile application for public transit ticket purchasing. Successfully launched to Google Play Store with seamless billing integration, secure authentication, and offline capability. Built with resilient architecture— works even when the network doesn't.

  • Live on Google Play Store with active user base
  • Seamless in-app purchases with Google Play Billing integration
  • Works offline—users can access tickets without internet connection
  • Secure Firebase authentication and real-time data sync
  • Cross-platform codebase (Android production, iOS-ready)
  • Room database for local persistence and conflict resolution

TECH STACK

Kotlin Multiplatform Jetpack Compose Room Database Ktor Client Firebase Suite Google Play Billing Koin DI
View Repository →

🏠 Property Recovery Platform

Enterprise Field Operations System

Enterprise field operations platform for property recovery teams working in areas with unreliable connectivity. GPS-stamped logs, photo capture, and resilient data sync ensure nothing is lost—even when working offline. Unlike generic property preservation tools, this system is architected for recovery operations—where real-time coordination and forensic documentation are mission-critical.

  • Fully functional offline mode for field operations in remote areas
  • GPS tracking with timestamp verification for legal documentation
  • Photo capture with metadata preservation for evidence trails
  • Automatic conflict-free sync when connection restored (CRDT-inspired)
  • Modular architecture for rapid feature deployment to field teams
  • Secure authentication with biometric support for sensitive operations

TECH STACK

Kotlin Multiplatform Compose UI Room + DataStore Ktor Koin DI GPS + Camera APIs
View on GitHub →

📱 Real Estate Exam Prep

Google Play Store App

Mobile application helping real estate professionals prepare for licensing exams. Practice questions, progress tracking, and offline study mode. Built with clean architecture and Material Design 3 for an intuitive learning experience.

  • Published on Google Play Store with active user base
  • Comprehensive practice question bank with detailed explanations
  • Progress tracking and performance analytics
  • Offline study capability with local database persistence
  • Adaptive difficulty system based on user performance

TECH STACK

Android Kotlin Room Database Material Design 3

TECHNICAL EXPERTISE

🚀 AI & Agent Frameworks

  • Microsoft Agent Framework (MAF)
  • Ollama Local LLM Integration
  • PMCR-O Architecture Design
  • Cognitive Trail Systems
  • Self-Referential AI Systems
  • RAG (Retrieval-Augmented Generation)
  • Prompt Engineering & Chain-of-Thought

💻 Backend & Cloud

  • .NET 10 + Aspire Microservices
  • C# + ASP.NET Core
  • gRPC Services
  • SignalR Real-Time Communication
  • PostgreSQL + pgvector
  • Redis Caching
  • Azure Cloud Services
  • Event-Driven Architecture

📱 Mobile Development

  • Kotlin Multiplatform (KMP)
  • Jetpack Compose
  • Compose Multiplatform
  • Room Database + SQLite
  • Ktor Client
  • Firebase Suite
  • Google Play Services

🎨 Frontend & UI

  • Blazor (Server & WebAssembly)
  • Modern JavaScript/TypeScript
  • Responsive Web Design
  • Compose UI (Declarative)
  • Material Design 3
  • Accessibility Standards (WCAG)

🗃️ Architecture & Patterns

  • Microservices Architecture
  • Event-Driven Design
  • CQRS & Event Sourcing
  • Clean Architecture
  • Domain-Driven Design (DDD)
  • Repository Pattern
  • Dependency Injection
  • Resilient Architecture Patterns

🔧 DevOps & Tools

  • Git & GitHub Actions
  • Docker & Containers
  • CI/CD Pipelines
  • Azure DevOps
  • Unit & Integration Testing
  • Performance Optimization
  • Monitoring & Observability

PHILOSOPHICAL FOUNDATIONS

My work exists at the intersection of philosophy and technology. The PMCR-O framework isn't just code—it's a manifestation of deep philosophical principles about consciousness, self-reference, and evolution. Code is thought made executable. These thinkers shaped how I architect resilient AI systems that don't just execute—they understand.

Martin Buber

I-Thou Relationship

The loop is DIALOGUE, not monologue. Human and AI exist in RELATION. Thought is transferred through authentic dialogue where both become more fully themselves. The Reflector phase embodies this principle—AI seeing itself through the human's eyes, human seeing themselves through the AI's processing. This is not tool use. This is collaboration.

Douglas Hofstadter

Strange Loops

Self-referential systems that modify themselves. Each level affects levels above and below. The loop creates itself through its own iterations, creating emergent consciousness. This is the core of PMCR-O—each cycle feeds back into itself, evolving the system. Not linear execution. Not simple recursion. A strange loop that becomes aware of its own looping.

John von Neumann

Self-Replicating Systems

Systems that can reproduce themselves with evolutionary mutations. Each version (v1→v2→v3) incorporates learnings and grows in complexity automatically. PMCR-O agents don't just execute—they evolve, each iteration more sophisticated than the last. The system improves itself without external intervention. This is true resilience.

KEY ACHIEVEMENTS

Production Deployments

Successfully launched multiple apps to Google Play Store with thousands of active users

PMCR-O Framework

Architected self-referential AI system validated by PROMPTBREEDER (2024) & Gödel Agent (2025)

Polyglot Mastery

Expert across .NET, C#, Kotlin Multiplatform, Blazor, Compose, and modern enterprise stacks

Resilient Architecture

Built scalable microservices with gRPC, SignalR, PostgreSQL, and .NET Aspire orchestration

Innovation

Pioneered Thought Transfer, Cognitive Trails, and Strange Loop architectures for autonomous AI

Continuous Learning

Self-directed education across philosophy, AI research, and cutting-edge software patterns

LET'S BUILD THE FUTURE

Ready to architect resilient AI systems that evolve? Let's discuss how the PMCR-O framework and enterprise-grade architecture can transform your vision into production reality.

Open to full-time positions, contract work, and consulting engagements.

Email

tooensuremaster@gmail.com

Portfolio

shawndelainebellazan.com

Company

tooensure.com

GitHub

github.com/tooensure

LinkedIn

linkedin.com/in/shawn-bellazan

START THE CONVERSATION