Real-Time Social Pulse Analyzer

Real-time trend detection and sentiment analysis from streaming social data using NLP

NLP-based pipeline to detect trending topics and analyze sentiment from streaming social media data in real time.

What I built:

  • Stream processing pipeline to ingest and process social media data at scale
  • Sentiment classification using fine-tuned NLP models
  • Trending topic detection with time-decay weighting
  • Live dashboard for visualizing sentiment and trend dynamics

Tech stack: Python · NLP · Pandas · Stream Processing · Scikit-learn