Manasa Pullannagari Email & Phone Number

Dunwoody, Georgia, United States

Alpharetta, Georgia, United States

Hyderabad, Telangana, India

• Played a key role in developing a similarity-based recommendation engine for healthcare articles in the Whitecoats application, leveraging extensive data exploration and analysis. Generated weighted embeddings using TFIDF scores and PubMed embeddings and utilized cosine similarity to provide accurate article recommendations based on the user's reading patterns.• Tools: Tableau, SQL, Python (Scikit-learn, NLTK, Spacy, Gensim, NumPy, pandas, seaborn, matplotlib)

Hyderabad, Telangana, India

• Achieved 28% reduction in the readmission rate of patients for a specific end-user, a hospital, and provided intervention mechanism using analytical platform for real-time data. This Framework helps in reducing readmission penalties by the government on the Healthcare providers.• Developed customer retention solutions for an asset management company by analyzing transactional data and implementing an ensemble model (Decision Tree and Logistic Regression) with 90.47% accuracy. This resulted in improved retention rates, a 7% annual revenue increase, and facilitated customer base growth through targeted marketing strategies.• Created dashboards and reports on insights by collaborating with multiple teams and presented them to business leaders.• Tools: Tableau, Microsoft Excel, SQL, R(DPLYR, GGPlot2, Tidyr, mice, caret) and Python (Scikit-learn, Numpy, pandas, seaborn, matplotlib)