AI + NLPAI Project
AI-Powered Plagiarism Checker
Explainable text similarity and originality analysis.
The Problem
Exact text matching fails to identify modified, reordered, or semantically similar content.
The Challenge
Distinguishing common language from meaningful content duplication while keeping similarity results interpretable.
Engineering Logic
The Solution
A text analysis pipeline combining preprocessing and multiple similarity signals to identify potentially duplicated content.
Technology Stack
Python
NLP
FastAPI
React
scikit-learn
SYSTEM FEATURES
Key Features Built
Text analysis
Document upload
Similarity scoring
Match highlighting
Originality reports
Structured results
PROJECT OUTCOME
Impact & Implementation Result
Designed an explainable similarity workflow with structured analysis and originality reporting.
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