Assistant Consultant
CurrentAsset maintenance optimization for an Oil & Gas client which involves survival analysis and distribution fitting on historical equipment failure data. Survival analysis is conducted using parametric (Weibull and exponential distribution) as well as non-parametric (Kaplan-Meier) techniques. Electricity load and price forecasting for a large Utility client using time series (ARIMA, TBATS) as well as predictive modelling (ANN, regression, etc) methods. For this project data was read from Hive and output was stored in PostgreSQL.Experience in data preprocessing, data analyses, model development, validation and deployment on cloud.Worked in distributed agile setup.Liaised with key stakeholders for requirement gathering, progress communication, solution demonstration and solution handover.Managed a 4 membered team.