Maruthi Mutnuri
Heath Data Science and Biostatistics Diploma Program Student
MBA - Management Information Systems
B.Tech. - Mechanical Engineering
Contact information
Biography
I have 12 years of experience as Business Analyst and SAP, and about 3 years experience in DataScience/Advanced Analytics. I have experience in mathematical and statistical data analysis, programming in Python, R, SQL, JScript, and D3. SCRUM whitebelt certified (Shell internal certificaiton), and have utilized scrum/agile framework in projects.
My expertise lies in Machine Learning, Classification (kNN, Decision Tree, Naive Bayes, SVM algorithms), Regression (Linear, Polynomial, Logistic, Ridge, Lasso, Elastic-Net Regression, and Regression Trees), Cluster Analysis (K-Means, Hierarchical, and DBSCAN Clustering algorithms) and Dimensionality Reduction (PCA, Factor Analysis and t-SNE). Deep Learning (CNN/RNN, TensorFlow, Keras, PyTorch), Random Forests, XGBoost, Reinforcement Learning, Sequential Data Modeling, NLP (N-gram, Topic Modeling, LSTM), and Ensemble Learning.
Additionally, I have expertise in Python packages (NumPy, Pandas, Scikit-learn, pyspark, PyTorch, Keras, TensorFlow, matplotlib, plotly, seaborn). Also used various statistical and visualization packages in R. Have knowledge of Hadoop, MapReduce, HDFS, YARN, Apache Spark, Giraph, HBase, and MongoDB.