Manisha Rout
@manisharout
Jr. Data Scientist at Digilytics.AI
Gurgaon, India
Manisha Rout is an experienced data scientist specializing in forecasting and operations management using advanced machine learning algorithms. She holds a PGP in Data Science and Business Analytics from the University of Texas. Her professional experience includes developing segmentation and optimization models, such as using IBM CPLEX for efficient customer order allocation. She is proficient in time-series forecasting, various ML techniques, and data visualization tools like Tableau.
Experience
Jr. Data Scientist
Digilytics.AI
Developed a segmentation model for tyres using supervised learning algorithms. Utilized ARIMA and SARIMA for time series forecasting. Developed a decision optimization model using IBM CPLEX to allocate orders to customers based on various constraints. Collaborated with cross-functional teams to implement the order allocation model in production systems.
Research Fellow
IIT Delhi
Isolated a multi-drug resistant bacteria and plasmid from organic manure. Performed database generation, sequence analysis, structural modelling, docking, and Molecular Dynamic Simulation studies for various class-B beta-lactamases.
Research Fellow
IISc
Aimed to identify novel vaccine targets for the Japanese Encephalitis virus. Cultured clinical and vaccine strains of the Japanese Encephalitis Virus and isolated different non-structural proteins.
Education
McCombs School of Business, University of Texas, Austin
Post Graduate Program in Data Science and Business Analytics (PGP-DSBA)
Data Science and Business Analytics
Amity University, Noida
M.Sc. in Microbiology
Microbiology