Sairam Chitreddy

Chronicling my experiences with Machine Learning

Blog About Search

Building NMT for Languages the World Forgot: Achieving SOTA with Maithili and Konkani

Introduction Building effective neural translation models typically requires massive parallel datasets - a luxury most of the world’s languages simply don’t...
Read more · 8 min read

Exploring Limitations of Cosine Similarity on BERT Embeddings

Background: Creating NMT models requires a high-quality parallel corpus. However, many translation datasets lack human evaluation, leading to sentence pairs...
Read more · 11 min read

Jupyter Notebooks to Jekyll Blogs

Background I wanted to have a personal technical blog to share my learnings. While I initially used Github pages, I attempted to create everything from scra...
Read more · 5 min read

© 2025 Sairam Chitreddy. Powered by Jekyll & Forever Jekyll.