● Performed complex data extraction and manipulation techniques to gather social profile data from the online P2P lending market.● Implemented advanced supervised and unsupervised learning techniques to analyze and interpret trends in financial data sets, resulting in actionable insights for predictive analysis in the project.● Developed innovative extraction and manipulation scripts using R programming, ensuring accurate access to and manipulation of large financial data sets and utilized tidyverse and dplyr libraries to effectively clean, transform, and manipulate large financial datasets● Restructured data sets and leveraged machine learning algorithms to identify areas of growth within the organization, resulting in recommendations for implementing innovative solutions that improved existing processes with 20% increased efficiency.