Neha Reddy Sanagala Email & Phone Number

Chicago, Illinois, Us

Richfield, Minnesota, Us

Awarded the American Heart Association Fellowship Grant

• Researched into various Machine Learning techniques (Deep Learning, CNN, random forests, decision trees) specific for healthcare data to obtain insights• Improved data mining process, resulting in a slash of 20% decrease in time needed to infer insights from data, along with developing/collecting and preparing our own custom data

• Used amazon Redshift for data warehousing• Developed a Naive Bayes classifier to analyze the financial system based on the growth of different departments. Provided analysis reports to the managers to show which department can help grow and where they should spend money

• Developed a Content-Based and Collaborative-Based Filtering User Interest Prediction application based on the user purchase history and plausible requirements using Python• Worked on Data Visualization of Retail and Wholesale Data Analytics using Tableau• Developed a system to predict the suitable candidates for a position and filter them for recruiting process based on resumes available in Indeed, LinkedIn, Glassdoor etc.

• Compared performance of Logistic Regression, Discriminant Analysis and Classification Trees on adult dataset to predict the income groups• Used Multivariate imputation by chained equations (MICE) for null value treatment with MICE package in R. Pre and Post imputation distributions were checked to see if the imputation wasn’t biased for a level of categorical packages• Predictive models employing Logistic Regression, Linear Discriminant Analysis and Classification trees were built post 9-fold cross-validation using Caret package• The performance of all the three models was compared using resampling across measures like base error rate, Sensitivity and Specificity

Master'S Degree, Electrical And Computer Science Engineering

Bachelor'S Degree, Electrical, Electronics And Communications Engineering