Saurabh Yadav

Hi, I'm Saurabh Yadav.

I am an AI Explorer, a ML Engineer, an Entreprenuer and a Team Leader with 10+ years of experience in ML Domain with end-to-end system development.

ML Fundamentals

Transformer Inference Estimations: Arithmetic Intensity, Throughput and Cost Optimization

8 days ago • 8 min read

ML Fundamentals

A Guide to Effective Initialization of Neural Networks

4 months ago • 4 min read

ML Fundamentals

Building a Transformer LLM with Code: Evolution of Positional Encoding

a year ago • 9 min read

ML Fundamentals

Building a Transformer LLM with Code: Fundamental Transformer & GPT

a year ago • 8 min read

ML Fundamentals

Building a Transformer LLM with Code: Introduction to the Journey of Intelligence

a year ago • 8 min read

My ML Stack

2 years ago • 1 min read

ML Fundamentals

Self-Supervised Contrastive Learning Fundamentals

2 years ago • 5 min read

Hyperparameter Optimisation at scale

2 years ago • 5 min read