Hello,
My name is Manu Lahariya, I am a graduate of Indian Institute of Technology, Kharagpur, with a Masters and Bachelors degree in aerospace engineering.
I have 1+ year of job experience as a Decision Analytics Associate in ZS associates. I have developed my skill set as a forecasting expert during my employment here, and have taken courses on algorithms development. I am currently involved in the deployment of developed recurrent neural network based (LSTM and DeepAR) time series forecasting algorithm on the SageMaker (Amazon web services) to analyze and model the sales data at its highest level of granularity. I have played a critical role in 8 projects, some of them included:
Time series modeling: Development of a framework for time series modeling based on multiple algorithms, regressors analysis, data granularity and cross-validation methods. Epidemiology forecasting: Statistical analysis and modeling, creating patient based and patient flow forecasting algorithm to forecast the incidence of patients.
Algorithms: Neural networks, ArimaX, tslm, ets, RNN, LSTM, DeepAR, lstm, linear & logistic regression.
Platforms: R, Python, VBA, and excel
Please let me know if you would like to set up an interview before offering me the job.
-Regards
Manu