Varun Kiragi

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Stock Sentiment Analyzer

Real-time NLP pipeline for high-volume financial tweet sentiment.


Highlights
  • Processed 10,000+ tweets/min with structured streaming.
  • Extracted ticker symbols with >98% accuracy.
  • Aggregated 5-min sliding window sentiment with <2s latency.
Stack
PythonSparkVADERStreaming