AI Language Simplification Specialist vs AI Legal Content Specialist

A AI Language Simplification Specialist Only

• Prompt engineering and multi-step prompt chain design for controlled text transformation
• Readability analysis using metrics such as Flesch-Kincaid, Gunning Fog, Coleman-Liau, and custom scoring
• LLM fine-tuning with domain-specific simplification corpora (LoRA, QLoRA, RLHF alignment)
• Semantic fidelity evaluation - detecting meaning drift, hallucination, or oversimplification
• Plain-language writing principles and regulatory frameworks (e.g., US Plain Writing Act, EU accessibility directives)
• Text preprocessing and post-processing pipelines (tokenization, sentence splitting, terminology extraction)
• Audience modeling and reading-level targeting across demographics and literacy levels
• A/B testing and quantitative evaluation of simplified content effectiveness