Churn Prediction
This project focuses on predicting customer churn utilizing machine learning using their past behavior. Additionally, the project includes the development of a RESTful API.
Posts by Collection
portfolio
Credit Scoring
Developed a credit scoring model for Company ‘X’ to assess customer’s creditworthiness based on data from past borrowers. The aim was to help the company meet their target loan approval rate and default rate
App review scraping ETL (Sentiment Analysis)
This project employs Airflow and KubernetesPodOperator to orchestrate a seamless pipeline for scraping user reviews from app store, conducting sentiment analysis.
Restaurant Recommendation
This project helps people in Nashville find great restaurants easily. We use a hybrid method to make personalized recommendations for users, collaborative filtering and content-based filtering. I also handle cold start.
OCR Text Extraction From Student Card
Developed an OCR system for Dawnvale Academy of Medicine student cards. It detects card corners, adjusts orientation if needed, and extracts name, member ID, address, phone number, district. Utilizes similarity measures against a district master dataset for accuracy.
House Price Prediction (Kubeflow)
This project solely focuses on leveraging Kubeflow Pipelines for house price prediction, from organizing data, training model to saving it to GCS. Then it continues with deployment on kubernetes without getting into the details of methodology of building models.
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.