Technical Writings

March 15, 2023

Optimizing Transformers for Production

Exploring quantization, pruning and distillation techniques to make transformer models production-ready...

Read More
January 8, 2023

The Math Behind Attention Mechanisms

A deep dive into the linear algebra that powers modern attention-based architectures...

Read More
November 22, 2022

ML System Design Patterns

Architectural blueprints for scalable machine learning systems in enterprise environments...

Read More
September 5, 2022

From Research to Production

Bridging the gap between academic ML models and industrial-grade applications...

Read More