Featured Projects
Marnie — Recursive Cognition Audit System
Alpha — Invitation OnlyMarnie is an AI-assisted research analysis platform that operationalizes the Recursive Cognition framework developed in my published research. The system translates a methodological model of iterative reasoning and critique into a functional software environment that audits written arguments through structured recursive evaluation. It was built to bridge theoretical work on recursive reasoning with practical tools that improve the rigor of academic and analytical writing.
Key Features & Technical Implementation
Marnie demonstrates the ability to convert methodological research into working software infrastructure. The platform coordinates multiple AI review agents that perform specialized analytical roles including critique, validation, and structural analysis. Their outputs are logged, compared, and recursively re-evaluated to produce an auditable reasoning trail rather than a single unexamined response.
Technical Stack: Python-based orchestration layer with database-backed run tracking, structured logging, and a web interface for report rendering and analysis. The system integrates multi-agent coordination, structured output parsing, and iterative validation loops designed to stress-test arguments before external review.
Impact: Marnie transforms the principles of recursive cognition into a practical research auditing tool. The platform demonstrates how AI systems can augment intellectual rigor by making reasoning processes transparent, testable, and iteratively improvable within academic and analytical environments.
Sonder — Recursive Dialogue Web Application
Sonder is a web application that operationalizes qualitative research by providing real-world utility for recursive dialogue and cognitive co-authorship. Built to bridge academic theory and practical application.
Key Features & Technical Implementation
Sonder demonstrates rapid prototyping capabilities and deep understanding of both user experience and technical architecture. The application transforms abstract research concepts into an intuitive, accessible platform that enables users to engage with recursive methodologies in practice.
Technical Stack: Modern web technologies including responsive design, database integration, and user authentication. The application showcases proficiency in front-end development, back-end architecture, database design, and deployment processes.
Impact: Successfully bridges the gap between academic research and practical application, demonstrating how theoretical frameworks can be made accessible and useful for real-world scenarios.
View Live Demo →Portfolio Website Development
This professional portfolio website itself serves as a demonstration of development capabilities, showcasing the transformation of an existing codebase with a full design overhaul and content restructure.
Development Process & Technical Details
Rebuilt from an academic journal site into a clean, professional portfolio using semantic HTML5, a custom CSS design system, and vanilla JavaScript. Demonstrates ability to work with existing codebases, refactor content strategically, and maintain visual consistency across multiple pages.
Approach: Systematic content transformation, navigation restructuring, and responsive design optimization. Each page was carefully crafted to tell a cohesive professional story.