Sree Kashyap Addanki

WORK HISTORY

EDUCATION

ABOUT SREE KASHYAP ADDANKI

Overall Experience of more than 11 years. • Worked in various roles including product development, maintenance, analytics and data science, and R&D. • Completed Business Analytics program at Indian School of Business, Hyderabad.• Completed \"Optimization Tools for Business Analytics\" at Indian Statistical Institute. • Designed test experiments that focus on enhancing customer experience; review, analyze, and share results to ensure optimization.• Experience in developing proprietary algorithms for solving business problems while handling large amount of structured and unstructured data• Building scalable Machine learning models and Processing Pipelines.My SkillsStatistical Analysis: Hypothesis Testing, Correlation Analysis, Missing Data Imputation, Regression modelling & validation - Multivariate Linear Logistic Regression, Multinomial Logit Regression, Ordinal Regression, Count Data, Survival Analysis. Data Mining and Machine Learning: Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), Clustering (K-means, Hierarchical, Gaussian Mixture Models), Density Estimation, Association Rules/Item set Mining, Decision Trees, Neural Networks, Random Forest, Support Vector Machines, Naïve Bayes Classification, Bayesian Networks, Bagging & Boosting.Forecasting Analytics: Regression Based Forecasting, Autocorrelation and AR Models, Smoothing Methods, Ensembles.Data Visualization: Tableau, Node XL, R- ggplot, matplotlib, plotly, seabornCustomer Analytics: Customer segmentation, Cluster Analysis, Discriminant Analysis, Perceptual Mapping and Product Positioning, Conjoint Analysis.LANGUAGES AND TECHNOLOGIESR, Python, Tableau, XLminer, MEXL,@Risk, Spark (Pyspark & Spark MLLIB), Hive, MongoDB, UNIX scripting, Oracle SQL, Microsoft Excel Solver