TECHNICAL SPECIALIZATION
Inference / ML Systems FDE
WHAT YOU FORWARD DEPLOYModel serving infrastructure
Make models fast, reliable, scalable, observable, and economical in production.
CAPABILITY MAP
Build depth across the actual boundary.
model serving
GPU fundamentals
latency
throughput
batching
Kubernetes
networking
capacity
cost
Start with shared production foundations.
Specializations change the technical center, not the need for discovery, reliability, evidence, tradeoffs, and customer outcome ownership.
Browse canonical learning →