Pinned

1. Airbnb-Dynamic-Pricing-Optimization Airbnb-Dynamic-Pricing-Optimization Public

   [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic opt…

   Jupyter Notebook 188 94

2. NLP-and-Stock-Prediction NLP-and-Stock-Prediction Public

   Use NLP and ML for Sentiment analysis to improve Stock Prediction models. Crawl data, generate training labels, integrate 3 data sources, and experiment with many combinations of labels and algorit…

   Jupyter Notebook 9 6

3. Dynamic-Dispatch-and-Route-Optimization-Application Dynamic-Dispatch-and-Route-Optimization-Application Public

   (Internship Project) Use Unsupervised Learning, Randomized Optimization, Task Assignment algorithms with UI to visualize the dispatch jobs on Singapore maps

   JavaScript 4

4. Voice-Recognition-Sagemaker Voice-Recognition-Sagemaker Public

   [Internship] POC of how to build and deploy CNN model on MXNet to classify words recorded in audio files on AWS Sagemaker.

   Jupyter Notebook

5. Movie_Recommendation_SageMaker Movie_Recommendation_SageMaker Public

   Build user-based Collaborative Filtering algorithms from scratch. Training and deploying Tensorflow models to AWS SageMaker. Use K-Means to cluster similar users. Deploy recommendation on Serverles…

   Jupyter Notebook 1

6. Twitter-and-ClickStream-analysis-with-SparkStreaming Twitter-and-ClickStream-analysis-with-SparkStreaming Public

   Analyze streaming tweets and clickstream data in real-time with Spark Streaming, Spark SQL, and Spark MLLib.

   Scala 1