Humanizer3000: Text Naturalizer App Development
Vadim
Humanizer3000: Text Naturalizer App
Role: Lovable Developer
Tools: Lovable, LLM Fine-Tuning/Prompt Engineering
The Challenge With the rise of AI-generated content, users needed a simple, fast tool to strip away robotic phrasing and "AI-sounding" patterns from their text.
The Solution I built a straightforward, single-purpose utility tool focused on Natural Language Processing (NLP). The core of this project was refining the system instructions to recognize and rewrite distinct AI syntax patterns into casual, human-readable prose.
Key Deliverables:
Instant Processing: optimized the input/output flow for speed.
Advanced Prompt Engineering: Tuned the backend model to strictly adhere to "human" writing styles (variable sentence length, idiomatic expression) while retaining the original meaning.
Like this project
Posted Jan 5, 2026
Developed an NLP tool to convert AI-sounding text to human-like prose.
Likes
0
Views
0
