Research

Areas

• Machine Learning Systems
• Distributed Systems
• Cloud
• Natural Language Processing

Current work

I am working with Professor Krishnamoorthi Makkithaya and Professor Dinesh Acharya U on Topic Modelling. Our work identifies latent topics within Amazon phone reviews to assess why certain companies consistently dominate the smartphone market.

Future work

I am reading research in Systems, ML and the Cloud to help me answer the following questions:

• Can task and model parallelism be effectively combined to parallelize ML models?
• How to schedule such operations across distributed workers?
• Can advancements in serverless computing further scale these models?

I plan to apply for a Master's in CS with a concentration in Systems to help me answer the above questions. You can read more about my motivation to pursue a Master's here.

Check out my CV/Resume for details about my past work.