LEARNING FROM FIRST PRINCIPLES

I knew models well
Training & fine-tuning
Evaluation & benchmarking
Applied AI research
vLLM, Flash Attention

I had overlooked infrastructure
How models run in production
GPU utilization & scheduling
Routing & autoscaling
Deployment & operations

years of experience

blind spot

Best way to learn?
Join the team building it.