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1. NLP-Model-for-Corpus-Similarity NLP-Model-for-Corpus-Similarity Public

   A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.

   Python 9 1

2. Data-Science-Competition-for-Revenue-Maximization Data-Science-Competition-for-Revenue-Maximization Public

   Data Science Competition that challenged teams to come up with creative ways to increase the revenue of an e-commerce company. Won 1st place! Write-up in repository

   1 1

3. Predicting-HDB-Price-with-Machine-Learning Predicting-HDB-Price-with-Machine-Learning Public

   Data Project of Predicting HDB Resale Flat Prices with data cleaning, feature engineering and machine learning. Models used: Random Forest, XGBoost, Neural Networks, Decision Tree, Support Vector R…

   Jupyter Notebook 2

4. Stock-Market-Dashboard Stock-Market-Dashboard Public

   Creating a stock market dashboard from an external API that tracks daily performance of stocks

   Python 15 1

5. Wikipedia-Article-Scraper Wikipedia-Article-Scraper Public

   A complete Python text analytics package that allows users to search for a Wikipedia article, scrape it, conduct basic text analytics and integrate it to a data pipeline without writing excessive c…

   Python 19 7

6. Fraud-Detection-Pipeline Fraud-Detection-Pipeline Public

   A structured data science pipeline for classification problems that does scaling, sampling, k-fold cross validation with evaluation metrics

   Jupyter Notebook 1