Indexed Document Matching (IDM), Data Loss Prevention (DLP), Exact Data Match (EDM), Machine Learning (ML), Inter-Process Communication (IPC), Gdb, Freebsd, Linux, Valgrind, C Programming, Azure, AWS, system-level performance tracing, shared memory architectures, regex evaluation engines, custom dictionary compilers, LLDB

Ips, BGP, Network Security Technologies, Ids, Python, stateless firewalls, policy engines, SNAT, Go, NGFW, large-scale NAT, cloud-native firewalls, DNAT, IP networking fundamentals

Driver architecture (WDM, UMDF), KMDF, Linux kernel internals, Windows kernel internals, CI/CD pipelines for driver validation, Automated testing frameworks, C/C++ programming and debugging