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1. Personalized-Book-Recommendations-from-Amazon-Reviews Personalized-Book-Recommendations-from-Amazon-Reviews Public

   Engineered collaborative and content-based filtering systems, attaining an RMSE of 1.0535 for precision recommendations.

   Jupyter Notebook

2. Enhanced-Information-Retrieval-System-with-Query-Expansion Enhanced-Information-Retrieval-System-with-Query-Expansion Public

   Enhanced Information Retrieval System leveraging relevance feedback and Rocchio's Algorithm for query expansion to improve Google search results.

   Python

3. Web-Information-Extraction-with-SpanBERT-and-Gemini Web-Information-Extraction-with-SpanBERT-and-Gemini Public

   Built a robust web information extraction pipeline using SpanBERT and Google Gemini to extract precise relation tuples

   Python

4. Behavioral-Pattern-Mining-in-NYC-Squirrel-Data Behavioral-Pattern-Mining-in-NYC-Squirrel-Data Public

   Uncovered significant behavioral patterns by implementing the A-Priori algorithm to extract over 750 association rules from the 2018 NYC Central Park squirrel census.

   Python

5. Event-Management-System Event-Management-System Public

   A secure event management system built over MongoDB, Express.js, Express.js, React.js and Node.js (MERN stack) with Passport.js authentication. Deployed on Firebase.

   JavaScript

6. LLM-Enhanced-Trading LLM-Enhanced-Trading Public

   A sentiment-driven trading system leveraging FinGPT for real-time financial news and social media sentiment extraction to enhance trading outcomes.

   Jupyter Notebook