Achyudh Ram

Hi! I am Achyudh Ram, a Software Development Engineer working on improving demand forecasting and solving supply chain challenges at Amazon.

I have an M.Math. in Computer Science from the University of Waterloo, where I worked with the Data Systems Group and the Software Analytics Group; more on my resume.


Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT

Proceedings of the 5th Workshop on Representation Learning for NLP (2020)

Rethinking Complex Neural Network Architectures for Document Classification

Annual Conference of the North American Chapter of the Association for Computational Linguistics (2019)

What Makes a Code Change Easier to Review? An Empirical Investigation on Code Change Reviewability

26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (2018)

Investigating Type Declaration Mismatches in Python

IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation (2018)

Recent projects


Deep learning models for document classification and relevance transfer implemented in PyTorch


A PyTorch-based framework for building deep learning models on source code


A framework for running ensembles of Seq2Seq Neural Machine Translation models on PySpark using Elephas

Get in touch!

Drop me an email or add me on LinkedIn.