Aug 2021 – Dec 2021 · 4 mos

• Part of the Atlassian Marketplace team

Aug 2020 – Jul 2021 · 11 mos · Bengaluru, Karnataka, India

• Cofounded a startup to help local business market their products and offers to shoppers around them in an engaging social platform.

Jun 2017 – Aug 2020 · 3 yrs 2 mos

• Manage data pipeline, language modelling and hyperparameter optimization for Automatic Speech Recognition (ASR) powering the smart assistant Bixby for Galaxy Home speaker.
• Successfully designed and implemented an ensemble model consisting of RNNs and Gradient Boosting Machines for multi accent classification.
• Implemented a recurrent neural network based domain classifier which is being used in the multi language model architecture for Bixby.
• Redesigned the language model interpolation pipeline to decrease the build time from two days to less than 12 hours.
• Research on Recurrent Neural Network based Language Modelling and conceptualising the acoustic model, language model and decoder of ASR for upcoming products.

May 2016 – May 2017 · 1 yr · Bengaluru, Karnataka, India

• Worked on machine learning projects including ML based Botnet Detection and Privacy Preserving Deep Learning.
• Implemented models in python using libraries like Sklearn, Keras, XGBoost, etc and achieved results comparable to state of the art published models.