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1. Customer-Segmentation-and-Market-Basket-Analysis- Customer-Segmentation-and-Market-Basket-Analysis- Public

   Analyzed 3M+ grocery orders data from more 200k+ users to increase profitability by leveraging customer transaction behavior and purchasing history and discovered hidden association rules between p…

2. A-B-Testing A-B-Testing Public

   A/B testing on Udacity click stream data to reduce early course cancellations by using control and treatment groups

3. AWS-ETL-Data-Pipeline-on-YouTube-Data- AWS-ETL-Data-Pipeline-on-YouTube-Data- Public

   ETL big data pipeline to manage, streamline, and perform analysis on structured and semi-structured data of more than 100,000 YouTube videos collected using YouTube API based on video categories an…

   Python

4. Real-time-Twitter-Sentiment-Analysis-for-Brand-Improvement-and-Topic-Tracking Real-time-Twitter-Sentiment-Analysis-for-Brand-Improvement-and-Topic-Tracking Public

   Implemented data pipelines using streaming Twitter API, Tweepy, OAuth, SQL, Python to process 5M+ daily tweets. Automated sentiment analysis using RE, TextBlob, and NLTK based on tokenization, lem…

5. Hybrid-Recommendation-System-with-Neural-Network- Hybrid-Recommendation-System-with-Neural-Network- Public

   Hybrid recommendation system by combining Content-Based (Video Information), Collaborative Filtering (User Interaction), and Knowledge-Based (Personal information) for recommending videos and movie…

   Jupyter Notebook 1

6. Fashion-Smart-Mirror-for-Virtual-Try-on-and-Cloth-Recommendation Fashion-Smart-Mirror-for-Virtual-Try-on-and-Cloth-Recommendation Public

   Developed hybrid approach for image based virtual try-on by reconstructing 3D cloth model of the target cloth by matching silhouettes to body model, transferring the 3D cloth model to the estimated…

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