Information Retrieval Project
Jan '24 - May '25
Description
- •Developed opinion sentiment-aware search engine for Magnificent 7 stocks using web-scrapped Reddit WallStreetBets datasets.
- •Devised multi-step classification pipeline incorporating sentiment analysis and sarcasm detection, using state-of-the-art deep-learning and lexicon-based approached with model stacked ensembling.
- •Built Apache Solr core with indexing for efficient retrieval and ranking of stock-related posts & sentiment scores.
- •Dockerized the application using Docker Compose for reproducibility and scalable deployment.
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