I am worked as AML analyst and is intereted in data science. This portfolio site will showcase my data science projects.
Employee attrition is the reduction of staff by voluntary or involuntary reasons. This project investigates the factor that employees to resign from the company, and provide insights on that, using machine learning models.
Social media marketing provides companies with a way to engage with existing customers and reach new ones while allowing them to promote their desired culture, mission, or tone. This project predict sales revenue over adverstisement spent using linear regression machine learning model.
Sentiment analysis (opinion mining) is a process of classifying the polarity of a statement. The project analyze dataset of earphone buyer reviews by classifying the polarity of customer reviews and identify the major complain by customer so that seller can take action to improve customer satisfaction level.