A GPU-accelerated Access Control List (ACL) pattern matching engine achieving 100M packets/second throughput at 1K rules, sustaining ~80K packets/s at 5M rules.
Optimized a CNN-based Malware Filter Framework (MFF) by implementing Atrous Spatial Pyramid Pooling (dilation), achieving a 315% performance boost through feature-profiling, memory caching, and multi-view filtering.
Lead architect of an Agentic LLM ecosystem with 15+ agents and tools for zero-day binary malware analysis, deployed across NPU, GPU clusters, and IoT edge hardware.