Hey, I am Mausam! I'm a Research Scientist at RIT, Rakuten Inc.
I am working on developing speech processing solutions related to STT for voice search and TTS for audio books.
Previously, I worked on financial forecasting of stocks and bonds for trading.
I am also inclined towards Natural Language Processing (NLP) for which I've worked on NLU solution for a basic interactive robot and BERT based models for sentiment analysis.
Develop solutions using machine learning and deep learning for various Rakuten businesses like Voice search, Audio books and Financial forecasting. Worked on TTS synthesizers like Tacotron and vocoder like WaveRNN which present trianing and convergence challenges with new language.
Worked on prediction of "Leaf-wetness in the green-house environment" with the help of data collected by the sensors like humidity and temperature using decision trees and regression techniques. A low-data DNN solution was developed to compare with classical algorithms.
Advanced Machine Learning, Computer Vision, Database Management, Predictive Analysis, Linear Optimization
Discrete Mathematics, Theory of Computation, Digital Electronics, Computer Networks, Compiler Construction
Apart from work, I like Cooking and when given enough time, I experiment with new vegetarian dishes.
I enjoy playing Cricket, Badminton and Table-tennis anytime (and workout sometimes🥴).
Listening to Arijit Singh's music is my all time favourite.