Blog · Biswajit Jena

Writing

Notes from the production AI trenches.

Long-form essays on LLM systems, knowledge graphs, and the boring infrastructure that makes AI products reliable.

Understanding

A comprehensive guide to understanding how LLMs work, their architecture, and practical applications.

Advanced

Exploring cutting-edge techniques in Natural Language Processing and their implementation.

Machine

Essential best practices for developing and deploying machine learning models in production.

Building

How I implemented GraphRAG architecture to achieve 70% accuracy improvement in information retrieval systems.