MANJUNATHA M

Dynamic and detail-oriented Associate Data Engineering Analyst with over 2 years of experience in production support and data engineering. Demonstrated ability to troubleshoot critical issues, improve client communication, and automate processes to enhance efficiency. Seeking to leverage expertise in data transformation and client management to contribute to a Data Engineering Analyst role at Optum.

Selenium WebDriver with Python - https://www.coursera.org/account/accomplishments/verify/TQNHN1J5IJ9K

Automation of Monthly Data Export Process:

• Developed a Python-based automation script using Selenium WebDriver to streamline the download, extraction, and upload of Salesforce data exports to AWS.

Machine Learning-based Airline Customer Satisfaction Prediction (Classification):

• Identified the factors that are directly affecting customer satisfaction by performing EDA using Python.
• Built a machine learning model with 98% accuracy to predict customer/passenger satisfaction based on the reviews and ratings provided by them.
• Used various performance metrics to see which model is best for this dataset. Used hyper-parameter tuning to improve model Performance.

Time Series Forecasting:

• Performed data analysis on CO2 emission data collected from different countries to understand their impact on climate change and the rate at which global CO2 emissions are increasing each year.
• Plotted the time series data and forecasted CO2 emissions for the next two years.

• Wilson Mega Hackathon 2021 (Great Learning): Ranked 16 among more than 200 participants. The aim was to predict whether an applicant will default on the Home loan payment or not, using machine learning. Built a machine learning algorithm which predicted loan defaulters with 76.4% accuracy

• Agriculture : Support my father in agricultural activities and cattle care.
• Space Exploration : Enjoy watching documentary videos about space to deepen my understanding of the universe, and stargazing.
• Chess : Play chess regularly, which enhances my problem-solving skills and strategic planning abilities.