AI Text Humanization

A sophisticated system for transforming AI-generated text into natural, human-like content using advanced NLP techniques and mathematical models.

Core Features

• Advanced text transformation pipeline with emotional intelligence
• Dynamic tone adjustments (neutral, positive, negative, professional, casual)
• Formal/informal style adaptation with context preservation
• Natural language pattern preservation using Markov chains
• Real-time authenticity verification with confidence scoring
• Memory-efficient caching system

Demo

Technical Stack

Frontend

• Framework: Next.js 15.0.2
• UI: React 19.0.0-rc, TailwindCSS 3.4
• Components: Radix UI primitives
• Analytics: Vercel Analytics

NLP & Text Processing

• Core: Compromise 14.14.2
• Extensions:
  • compromise-numbers
  • compromise-sentences
  • Natural 8.0.1
  • String-similarity 4.0.4

AI/ML

• Models: HuggingFace Inference API 2.8.1
• Processing: Custom transformer models
• Verification: Authenticity scoring system

Architecture

• Pattern: Clean Architecture
• State Management: Functional programming (fp-ts 2.16.9)
• Utilities:
  • Ramda 0.30.1
  • Mathjs 13.2.0

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Achievements

• Ranked 3rd place in the Hackathon Raptors' "Humanizing AI Text" hackathon held in November 2024.
• Recognized as a valued participant for innovative contributions to AI text humanization.
• Event organized by leading tech professionals for social good.

For more details, visit the hackathon website: https://aihumanizehack.com/