6+ years breaking and securing systems across web, mobile, IoT, and AI-driven security. Architect of an autonomous AI pentesting platform with 5 novel infrastructure innovations that no existing tool implements.
Penetration testing across web applications — OWASP Top 10, API security, authentication/authorization flaws, business logic vulnerabilities.
Android and iOS penetration testing — cert pinning, deep link abuse, runtime manipulation, API interception, and binary analysis.
Hardware hacking, firmware analysis, protocol fuzzing. UART, JTAG/SWD, SPI flash, MQTT/CoAP/BLE/Zigbee. Presented at NSConclave 2024.
Architected autonomous AI pentesting platform from scratch. 5 novel infrastructure innovations. System design, AI strategy, implementation. Led to promotion to Associate Principal.
5 architectural innovations for autonomous AI pentesting. Market research confirms 3 are fully novel — no existing tool implements them.
Hierarchical index system: L1 → L2 → L3 → Raw Data. Compresses context while preserving raw data. Orchestrator works with ~2000 tokens.
Dedup → Shorthand → Dynamic Wordlist → Compression. 18-35% token savings on input and output with zero data loss.
Custom orchestrator that understands all tool capabilities before assigning tasks. Built-in context compression via Tri-Con.
Configurable methodology system. OWASP, PTES, custom — all defined as phase maps driving agent execution. Switch at runtime.
Entire platform is skill-based. New technology? Just update skills. No backend changes. Modular, extensible, future-proof by design.
Fully autonomous AI-powered penetration testing platform. 5 novel infrastructure innovations. Production-grade security assessment system.
IoT firmware emulation framework in Rust. One-command firmware analysis and QEMU emulation. Supports ARM, MIPS, x86, SuperH.
Modular IoT security testing framework inspired by Metasploit. Hardware hacking, firmware analysis, protocol fuzzing, AI assistant.
GUI fine-tuning and evaluation tool for Apple Silicon. LoRA training, model fusing, dynamic evaluation, Chat Arena.
AI agent skill file compression — 35-40% smaller, zero loss. Works with Claude Code, Hermes, Cursor, Copilot, and more.
Presented IoT pentesting session at NSConclave. First dedicated IoT device preparation for a conference. Hardware + firmware + protocol testing.