Devarshi Choudhury Email & Phone Number

Liverpool, Gb

Mumbai, Mh, In

Mumbai, Maharashtra, India

● Unearthed valuable insights into the factors impacting air pollution, enabling the data-cleaning team to take decisive action.● Collaborated with the data preprocessing team to develop and implement strategies for handling missing values using Python and Pandas.● Trained LightGBM classifier model on the Hierarchical Time Series dataset to predict Air Quality levels at the district level.● Analyzed and visualized the data thoroughly, sharing valuable insights and contributing extensively to the project's success.

● Led the development of a robust solution for accurately predicting the probability of credit default, showcasing expertise in model building and rigorous testing.● Explored a range of machine learning algorithms, such as Random Forest, LightGBM, and XGBoost, to identify the optimal approach for predicting credit default probabilities based on credit card owner demographics and payment history.● Conducted meticulous Data Exploration and Cleaning processes to ensure data integrity and quality. Employed advanced techniques in Feature Engineering to enhance model performance and accuracy.● Designed and developed an interactive Streamlit web application, providing an intuitive user interface for inputting customer data and viewing real-time predictions of credit default likelihood.● Led the creation of High-Level Design (HLD) and Low-Level Design (LLD) documents, along with the formulation of a detailed system architecture design in wireframe and architecture documents