Data Scientist with 8 years of experience using predictive modeling, data processing, and data mining algorithms to solve challenging business problems.
Passionate about deep learning.
Expertise on techniques to handle imbalanced class problems.
Worked on Causality based Problems.
Expertise on time series Analysis
Worked on Pattern Mining for Time Series.
Have performed in depth and detailed Regression analysis techniques like Extra Sum of Squares feature selection, Marginal Residual Analysis for linearity check, Influential and leverage points detection using hat matrix and press residual techniques.
Solid Understanding and experience on Deep Learning based methodologies to solve predictive problems.
Experience on solving NLP based problems.
Good Knowledge of statistics and conceptually well aware about Computer vision.
Currently exploring on Graph Representation Learning and GCN.