Swapnil Patil Email & Phone Number

Pune

Pune, Maharashtra, India

Demonstrated hands-on experience with problem-solving, data cleaning, data visualization, statistical modeling, and model interpreting.Build and train a Decision Tree Classifier and visualize it graphically.

1) Built a web UI layer with ML model deployed at backend that detects sentiment of students in online classroom using live video from webcam and provides real-time aggregated feedback to instructors about class. 2) Employed essential image preprocessing techniques such as image augmentation, Pixel brightness transformations, gray scaling and standardized.

1) Built a clustering model to identify major customer segments on demographic and psychographic-based data to develop tailor-made marketing campaigns. 2) Engineered features to obtain new features such as RFM, RFMGroup, and RFMScore for getting more details about the customer's purchasing behaviour.3) Implemented K-means on RFM data, evaluated optimal.

1) Developed Classification model to predict the ten-year risk of Coronary Heart disease based on different features that will enable proactive actions to avoid risk. 2) Performed missing value imputation using mean, outliers treatment, feature selection using SelectKBest method and implemented Random-over sampling to oversample the minority class.

1) Developed a regression model to predict hourly demand of bikes to maintain stable supply, accessible to public at right time and reduce public waiting time. 2) Designed the data pipeline to work on, performed Exploratory Data Analysis and understood the impact of features such as time of the day, weather condition, holidays. 3) Tested various.

Bachelor Of Engineering - Be, Mechanical Engineering, 7.96/10

Activities and Societies: Executive - Mechanical Engineering Students Association Coordinator - Impulse 2019 National level Technical.

Diploma, 77.45% Passed

Activities and Societies: Cricket Team Captain for Division Matches

Matriculation, 83.40