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AI Systems Designer &AI Systems Designer &Technical LeadTechnical Lead
Montgomery Pathways

Civic AI Platform

Montgomery Pathways

A dual-interface civic platform combining AI-powered policy simulation for city planners with conviction-aware career navigation for underserved residents — driving inclusive economic growth in Montgomery, Alabama.

Next.jsFastAPIClaudeGeminiBright DataTypeScriptCSSData AnalysisResearchvercelRailway
Black Core Logic Gate

Molecular Exploration Platform

Black Core Logic Gate

Logic-driven multi-agent framework for molecular exploration in Physical Material Science. Bypasses LLM hallucinations via a Logic Gate architecture integrating RDKit for rigid physical validation. Designed to discover extreme entropy structures like Stealth and Void Black.

LangGraphMulti-Agent & Multi-Router OrchestrationPhysics EngineRDKit3Dmol.jsFastAPIReactDockerTypeScriptGeminiMulti-Language
Phantom Trace

Honeypot Intelligence

Phantom Trace

Synthetic attack logs fed through an LLM pipeline for classification, threat scoring, and MBTI attacker profiling. Faker vs Markov generation methods compared. Built to answer one question: What attracts modern attackers?

Next.jsFastAPIClaudeFakerMathematical LogicData EngineeringData AnalysisVisualizationWebsite DevelopmentCybersecurity
Distilloon

AI-powered video summaries & tags

Distilloon

An interactive AI-powered tool that distills YouTube videos into their core meaning — visualized as colorful balloons carrying keywords that float, compete, and pop. Watch AI scan, select, and crystallize a video's essence in real time.

Next.jsThree.jsReact Three FiberTypeScriptGemini APIYouTubeNLPData VisualizationDesign SystemMotion DesignBYOK
1001 Generator

Narrative Distortion Engine

1001 Generator

Multi-layered Python Faker x LLM story distorting generator in Japanese. Models narrative structure as a two-phase sequential reaction using mathematical formalism.

PythonOpenAIFakerNLPMathematical LogicTypeScriptCSSAI SafetyPrompt Engineering
1001 Observatory

Hallucination Collapse Observer

1001 Observatory

Strips away constraints to visualize AI divergence and structural collapse. Captures Objective Misalignment, Overfitting, and OOD as unique artifacts of the model's internal world.

PythonOpenAINLPMathematical LogicTypeScriptCSSPrompt Engineering
Mathematical Art Portfolio

Physical Artwork

Mathematical Art Portfolio

A decade-long practice designing and building mathematical art at institutional scale — where equations become objects people can touch. The foundation behind everything else here.

MathematicsArtMathematical ArtComputational DesignExhibitRetail Product3D Printing

About

I build AI systems that sit at the intersection of language, logic, and design. My work spans LLM architecture, multi-agent orchestration, and the interfaces that make these systems intelligible to humans.

As a Technical Lead, I bridge the gap between research and product — translating complex model behavior into actionable engineering decisions, and shipping systems that people actually trust — built around how humans think, not just how models perform.

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