Pavan Kalyan Mashetti

• 3.86 GPA
• ASA (American Statistical Association) Member, 2022

ACADEMIC PROJECTS:

• LOGISTIC REGRESSION,KNN (wines dataset): Creating a red wine recommendation model based on physicochemical features. Performed research and analysis activities using numerous data points and used programming to clean, massage, and arrange the data. Created the report on the differences in wine quality for different types of wine and developed an accurate model to predict the quality of wine .
• LINEAR REGRESSION (Auto-mpg dataset):Using simple linear regression, we examined the relationship between gasoline automobiles acceleration and fuel economy Showed the beautiful relationship between the features and the target variable Explained the data insights and used machine learning algorithms to find pattern in the data .
• LOAN STATUS CLASSIFICATION: Developed and trained a classification model(Decision Tree classifier) for loan status prediction with an accuracy rate of 86.86%.
• MODERN WORLD HEALTHCARE ANALYSIS, (RandomForest) : Developed a predictive model to identify the presence of heart disease in patients based on their medical records. Downloaded the dataset from UCI repository. Performed Exploratory Data Analysis,Feature Selection and Model Development,Model Evaluation and Selection to ensure at each step that the methodologies are sound, and the results are reliable.