Hello,
I'm Tyler, and welcome to my portfolio.AI Research
Features
Core
Neural Adaptive Knowledge Graph architectureStyles
Edge Transformer for dynamic relationship learningOthers
Hierarchical document clusteringAdvanced medical document processing Complex relationship detection F1 scores of 0.982±0.015 on knowledge graph tasks 62.0% higher recall on complex queries
Web Application
FactScope
Next.jsTypeScriptClaude
Features
Core
Real-time fact checking of LLM generated contentStyles
Source-backed verification using Exa.aiOthers
Detailed explanations for identified inaccuraciesSuggestion-based corrections Built with Next.js App Router and TailwindCSS Powered by Claude 3.5 Sonnet (supports other LLMs) Vercel AI SDK integration
Web Application
Backwork
PythonLangchainLLMAI
Features
Core
AI-powered medical billing code extraction from documentsStyles
User authentication and profile managementOthers
Admin dashboard for user and document managementResponsive web design using Tailwind CSS Integration with Finetuned LLM for document processing
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