I am a final year undergraduate student of Computer Science and Engineering at Indian Institute of Technology (IIT) Kanpur. I am currently looking for Masters / PhD / Research Assistant opportunities. Much of my undergrad research concerns natural language understanding and synthesis, and my interests span the theoretical foundations of machine learning as well as applications to interesting problem domains.
Bachelor of Technology in Computer Science and Engineering, 2018
Indian Institute of Technology Kanpur
We use Upper Confidence Bound and Thompson sampling to determine split criteria at each node in a random forest in a bid to improve its exploratory capabilities when doing classification.
I spent a month interning at Stride AI, a company that aims to simplify natural language processing for financial institutions.
We came up with varied loss functions to try and improve the convergence properties of sequence to sequence learning models with respect to the BLEU score.
A Paraphrase generation model that uses control variables in the latent space of a variational autoencoder to determine length of the generated sentence.
Some of my recent mentorship activities include: