Sumit Singh Email & Phone Number

Bangalore Urban, Karnataka, India

Bengaluru, Karnataka, India

Noida Area, India

Currently working with audio team - resposibilties include development of new features and performance improvements of the existing onesMulti-process for AISound app - -Reduced Proportional Set Size(PSS)+SWAP memory during boot time -Implemented intelligent mode features(Active Voice Amplifier and Adaptive Sound)-Refactored existing code base(C++) to use.

Rupnagar

Completed B.Tech from Indian Institute of Technology, Ropar

Hyderabad Area, India

• CUSTOMER CHURN PREDICTION -
• Worked on identifying customers who are likely to drop off in the periodof next three months using historical data
• Used state of the art Machine Learning(ML) algorithms such asAdaBoost, SVM with gaussian kernel for model building
• Due to sparsity and data imbalance, built three different models fordifferent partitions of data. Combination of these returned highprecision and recall values on test dataSMART SEARCH TOOL FOR AUTOMATED COMMENT.
• Worked on a web-based application that was used to search phrases incustomer feedback database
• Designed and implemented functionalities for phrase recommendationusing state of the art Natural Language Processing(NLP) techniqueswhich in turn reduced the manual efforts required for commentcategorization by more.