Independent research notes and benchmarking tools focused on low-latency model serving, deterministic state synchronization, and edge telemetry.
Lightweight transport probes and RTT jitter tracking across distributed worker nodes.
Event-driven Python runtimes with bounded queues, lock-free reads, and atomic state snapshots.
Throughput and memory-bandwidth profiling for small-batch language and speech pipelines.