rewards (RLHF/DPO) and supervised fine-tuning. Deep knowledge of inference serving optimizations, such as KV/prefix caching...
(routing troubles, EGP versus IGP redistribution, BGP attribute studying, prefix length issues) Layers 4 thru 7 Architecture...
load-aware, model-aware, and prefix-cache-aware endpoint selection with robust circuit breaking and fallback mechanisms.... Apply a systems-level understanding of LLM serving to manage complexities like server-sent-event streaming, KV/prefix caching, and the...
load-aware, model-aware, and prefix-cache-aware endpoint selection with robust circuit breaking and fallback mechanisms.... Apply a systems-level understanding of LLM serving to manage complexities like server-sent-event streaming, KV/prefix caching, and the...
at scale. Deep knowledge of inference optimization techniques, including speculative decoding, KV/prefix caching, and model...
-level knowledge of: BGP OSPF EIGRP IS-IS MPLS Route Maps Prefix Lists Policy-Based Routing (PBR) Route... and maintain route maps, prefix lists, PBR configurations, and route redistribution strategies. Support SD-WAN deployments, policy...
Collaborate with the EKS and disaggregated serving teams on KV-cache optimization, prefix caching strategies, and multi-node...
teaching discipline from an accredited university with at least 18 graduate hours with MATH or STAT prefix. Excellent written...
-level optimizations for bandwidth-constrained RF links, including compression, prefix routing, and priority-based QoS...
-level optimizations for bandwidth-constrained RF links, including compression, prefix routing, and priority-based QoS...