Rohan Dubey

Experience

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  Indian Institute of Technology (Banaras Hindu University), Varanasi

  May 2019 - Jul 2019

  Research Intern

  ~ Simulation of weighted Cost-Sharing Network Game in Multi-cast Routing Networks.~ Planned out the network paths for a hypothetical city using Modified Nash Equilibrium and Graph and Network Theory for better network routing.

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  Andhra Pradesh Human Resource Development Institute

  May 2020 - Jul 2020

  Summer Research Intern

  ~ Qualitative and Quantitative Research on COVID-19 in India to predict and plan out the COVID-19 outbreak.~ Predicted and Plotted the COVID-19 Data using Machine learning tools using a modified SEIR model.

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  Amazon

  Jun 2022 - Nov 2022

  Applied Scientist Intern

  ~ Engineered and developed the methodologies to mitigate the bias of model performance across different clusters of the NLU Model for the Alexa NLU data and achieved equitable learning goals.~ Monitored the Alexa NLU models and assisted in the successful model release.~ Removing language biases using cross-lingual data and data augmentation techniques.

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  Zee Entertainment Enterprises Limited

  Jun 2023 - now

  Associate Data Scientist

  ~ Pioneered the development of India’s inaugural large-scale music model, processing 3.3 billion features from a diverse 5300-hour music dataset spanning 14 genres.~ Employed advanced NLP techniques to design a robust architecture comprising over 50 specialized Nano Music models tailored to individual instruments.~ Orchestrated the integration of all deployments into the MLOps pipeline, guaranteeing optimal operational efficiency and compatibility with industry-standard software and hardware.~ Engineered an SFX Music Model capable of generating Foley sound, harnessing insights from a comprehensive dataset spanning 1000 hours.~ Innovated an AI arranger model, transforming music licks and loops into cohesive musical compositions, thereby streamlining workflow efficiency in music production.~ Show less