3 posts
The transition from experimental machine learning (ML) to production-grade systems is often referred to as the "Valley of Death" for data science projects. While training a model in a notebook is stra...
The rapid proliferation of Large Language Models (LLMs) like Llama 3, Mistral, and Falcon has shifted the cloud engineering focus from model training to efficient, scalable inference. For organization...
In the evolution of a technology company, there is a distinct "Maturity Gap" between a data scientist training a model in a Jupyter notebook and a software engineer deploying a high-availability distr...