My methodology is grounded in a software engineering background established in 2017. Current operations focus on deep-level architectural analysis, reverse engineering, and bypassing endpoint telemetry.
I build the weaponry I use, leveraging languages like Python, Zig and Go to maintain absolute operational superiority in zero-day research and adversary simulation.
| Language | Timeframe | Context / Use Case |
|---|---|---|
| C / C++ / x86 asm | 2022—2026 | Ring 0 Operations, Windows Internals, Malware Dev. |
| Zig / Nim / Rust | 2025—2026 | Memory-safe Custom Weaponry, EDR Evasion, Next-Gen C2. |
| Go (Golang) | 2024—2026 | High-Performance Cloud Infra & Distributed Tooling. |
| Python | 2017—2026 | Rapid Prototyping, Exploit Development, Automation. |
| JavaScript / Java / Kotlin | 2020-2022 | Web Exploitation, Source Code Review, Android. |
Secured enterprise cloud environments and automated infrastructure delivery. Analyzed and hardened high-compliance pipelines before pivoting to independent research.
Designed and implemented Intrusion Detection Systems (IDS) for critical industrial environments. Worked directly with Programmable Logic Controllers (PLCs) and low-level network security protocols.
Backend architecture with a strict focus on functional programming paradigms and resilient system design.
Continuous validation of offensive methodologies across diverse environments. My research focuses on the intersection of Windows Internals, Unix/Linux subsystems, and complex network architectures.
A selection of industry-standard benchmarks and specialized training programs used to formalize my research in vulnerability discovery and exploitation.