DeepText Studio
An integrated Natural Language Processing toolkit providing multiple AI text analysis features within a single web interface. DeepText Studio offers tokenization comparison, sentiment analysis, semantic similarity measurement, zero-shot classification, and named entity recognition through an interactive Gradio application.
client
Academic Project - ISEN
year
2026
timeframe
1 weeks
NLP
AI Tools
Machine Learning
Problem
NLP tools are often fragmented across different libraries and interfaces, making experimentation and comparison difficult for students and developers. Running multiple models requires technical setup, limiting accessibility and rapid prototyping.
Solution
I developed a unified NLP experimentation platform using Python and Gradio that integrates multiple state-of-the-art transformer models into a single interface. The application allows users to analyze text across five NLP tasks in real time, compare tokenization methods, and explore semantic understanding using modern deep learning models from Hugging Face. The system provides an accessible environment for learning, testing, and demonstrating NLP capabilities. Tech Stacks : Python · Gradio · Transformers · PyTorch · SpaCy · NLTK · sentence-transformers
