MTech, Statistical Signal Processing, IIIT-Bangalore

Certification on Business Analytics, ISI

Some of the notable projects done by our team as follows

• Price Elasticity analysis and Emerging claim analysis for a Fortune 50 F&B
• Forecasting engine development for shipments. Models running in a productionized environment with consistent accuracy of 98%+
• Provided data driven recommendation for a Fortune 200 consumer goods manufacturer to handle closure of a major retailer. Built robust sales baselining models. Analyzed 1000+ US markets and identified their Key market differentiators from several demographics, weather and consumption attirbutes. Identified Market clusters using Key Market differentiators. Developed Assortment Planning recommendation platform
• Statistically obtained adjustment factors to correct Market share reported by a Survey panel data provider
• Built Credit Portfolio Analytics platform for monitoring key operational and business metrics
• Evaluated Credit Risk models. Explored the impact of additional variables from public sources on model performance
• Developed patent-pending anomaly detection algorithm for multivariate sensor data from gas turbine. Lead a team for deploying the solution
• Developed fast data clustering algorithm (extension of Connected Component Labeling based clustering) for Power Generation application. Output of clustering algorithm was used for coal blend planning which was posed as a Mixed Integer optimization problem. One publication and two patent filings
• Developed mapping algorithm for generating temperature and massflow profile of a gas turbine exhaust. It is an inverse problem which is solved as a constrained linear least-squares problem – Two patent filing
• Developed signal processing algorithm for calculating time of flight of acoustic signal in an extremely noisy environment – One patent filed and one trade secret

• R
• Python
• Machine Learning
• Data Science
• Artificial Intelligence