Hi, I am Arpan. I am a recent computer science graduate from Birla Institute of Technology and Science (BITS), Pilani. I am broadly interested in everything Machine Learning, particularly in Text Summarization and Generative Adversarial Networks.

I am currently working as a Software Engineer at ION Trading India. I am working on their latest derivatives trading platform called XTP.

In my final year as an undergrad, I worked on a thesis in Multi-level Heirrachial Text Summarization under Prof. Mukesh Rohil. I focused on building a scalable and light weight text summarization model which focused on industry application and ease of use while retaining performance of the benchmark models.

I also successfully completed Google Summer of Code 2021 under Numfocus. I worked on Pytorch-Ignite which is a high-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. I focused on adding new metrics realted to GAN, namely, Frechet Inception Distance and Inception Score to the library. The major challenge was to make the metric scalable and compatible with the distributed environment Ignite is focused on.