Acquisition of right talent to a job is always a difficult task in any industry and EdGE has built different applications starting from demand forecast to fulfillment in order to reduce the cycle time. Advance analytical models are build for demand forecasting, supply gap analysis, impact analysis, decision making. Max matching, neural networks, CNN, SVM. Focus is to built machine learning algorithms to efficiently manage the work force optimization and increase the internal fulfilment.

Responsible for building and delivering a full pledged product covering both lag metrics and prediction of failures on the terabytes of data of STB.predicting the errors and crashes of STB in telecom industry using Spark and MLlib. Data mining was performed on hundreds of gigabytes of data daily to find the root cause analysis of the error using Bayesian networks and Pattern recognition. Assignation of support tickets without missing SLA using text mining, SVD and classification.Data modeling, dimension and fact, ETL

Responsible for delivering POC's to different domains with innovative solutions on business problems. Took initiative in the Analytics vertical and played a key role in converting the automotive clients to billing. Proactively predicting the failure of a vehicle and the survival analysis of the vehicle to fail. Mark down optimization, bass model, cost affinity analysis, social network analysis, text analytics, media analytics, image processing, graph theory, gephy.

Responsible for delivering POC's to different domains with innovative solutions on business problems. Took initiative in the Analytics vertical and played a key role in converting the automotive clients to billing. Proactively predicting the failure of a vehicle and the survival analysis of the vehicle to fail. Mark down optimization, bass model, cost affinity analysis, social network analysis, text analytics, media analytics, image processing, graph theory, gephy.

Trained on all the algorithms like linear regression, logistic regression, random forest, svm and excel.Responsible for deriving the important variables leading to conversion rate for one of the biggest E commerce in India. Have also built a What if scenario tool on the conversion ratio.Travelling salesman algorithm, linear regression, logistic regression.Initiated and developed the big data architecture and also productising the analytics.