Shivam Pandey

Dedicated and adaptable professional with a proactive attitude and the ability to learn quickly. Strong work ethic and effective communication skills. Eager to contribute to a dynamic team and support organizational goals.

Banking Project

• Conducted a comprehensive data analysis project to investigate the determinants of vehicle loan defaults.
• Performed preliminary data inspection, handling missing values, duplicates, and variable naming conventions to prepare the dataset for analysis.
• Executed extensive Exploratory Data Analysis (EDA), including statistical descriptions, distribution analysis of the target variable across various categories, and visualization using plots, charts, and tables.
• Explored the relationship between different factors such as employment type, age, credit bureau scores, and loan history on the probability of loan defaults.
• Developed a logistic regression model to predict potential defaulters, validated using a confusion matrix.
• Utilized insights from the analysis to propose strategies for improving the credit risk scoring model.

Healthcare Project

Heart Attack Prediction Using Data Analysis & Logistic Regression:

• Conducted preliminary data inspection: analyzed structure, handled missing values, and removed duplicates.
• Generated statistical summaries, explored measures of central tendencies, and spread of data.
• Visualized and explored categorical variables using count plots; analyzed factors like age, gender, resting blood pressure, cholesterol, and thalassemia in relation to heart attack occurrence.
• Created pair plots to understand relationships between variables.
• Built a baseline prediction model using Logistic Regression, and evaluated model performance.

• Actively participated in Volunteering for social activities like Blood donation, student tutoring mentoring, etc.
• Received multiple appreciation Certificates for timely delivery.

• English
• Hindi
• Bhojpuri