Experience

Manager: Dr. Pratyush Kumar

• Building IndianSpeech: Text to Speech for Indian languages with zero-shot cross-lingual voice cloning

Advisor: Dr. Karthik Nandakumar

• Developed DoENet, a double encoder using Variational Autoencoders and GANs, for unsupervised adversarial attack classification

Manager: Dr. Avinash Achar, Academic Collaborator: Dr. Balaraman Ravindran

• Improved sales prediction models for the retails client using N-Gram models and Deep Neural Networks like RNNs and LSTNet

• Implemented latest spatio-temporal travel time prediction models as baselines for evaluating temporal difference prediction models

• Developed intelligent employee profile retrieval system using text mining techniques

• Developed yield prediction model for hybrid corn crops to recommend effective crossing of species

• Developed computer vision pipelines to solve curved text extraction, perspective correction etc.

Advisors: Dr. Pratyush Kumar, Dr. Mitesh Khapra

• Developed robust scene text recognition architecture for Indian languages

• Implemented Efficient and Accurate Scene Text Detector (EAST) for Indian signboard scene text detection

• Developed handwriting recognition system using Convolutional Recurrent Neural Networks for automatic answer-script evaluation

• Set up programming competitions for the PadhAI Deep Learning course