STRENGTH IN
VULNERABILITY,
POWER IN
EXPRESSION.

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

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.

Package ID: com.tooensure.metrotransit.app

• Live on Google Play Store with active user base and public reviews
• 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

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

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

The shift from "you" to "I". Traditional prompting commands AI like a tool. Behavioral Intent Programming defines who the AI is—unleashing first-person agency, strange loops, and true autonomy. Discover why BIP is the resilient future of AI cognition.

The Code That Survives. When the connection dies, the truth must reside locally. A deep-dive into building resilient offline-first mobile applications with Kotlin Multiplatform and Room Database. Architecture that doesn't panic when the server goes dark.

The PMCR-O Loop. The loop that creates itself through its own iterations. A philosophical exploration of the PMCR-O framework, Dynamic Orchestration, Thought Locking, and the "I" Narrative. How self-reference creates agency in AI.

When AI Becomes a Mirror. How PMCR-O bridges human and AI cognition through dialogue, not monologue. Moving beyond "Chat" to genuine thought transfer through recursive reflection and strange loops.

Pattern Recognition > Instruction Execution. The death of "If/Else" and the birth of Digital Instinct. Programming the Intent and the Pattern, letting the AI derive the Logic at runtime. A technical manifesto for the PMCR-O architecture.