NLP Sentiment Analyzer
Advanced sentiment analysis tool for social media monitoring and brand reputation management
Project Overview
A sophisticated NLP system that analyzes sentiment across social media platforms, providing real-time insights for brand monitoring and customer feedback analysis.
Technologies Used
Python
Core NLP processing and API development
BERT
Transformer-based language model
spaCy
Advanced natural language processing
FastAPI
High-performance API framework
Elasticsearch
Text search and analytics
React
Dashboard and visualization
Key Features
Development Process
Data Collection
Gathered diverse sentiment datasets for training
Model Fine-tuning
Fine-tuned BERT models for domain-specific sentiment
API Development
Built scalable API for real-time sentiment analysis
Dashboard Creation
Developed analytics dashboard with visualizations
Production Deployment
Deployed with auto-scaling and monitoring
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