"2025
"My
My journey began in tech SEO, optimizing digital visibility for businesses. But as I witnessed the growing threats to intellectual property and digital assets, I realized something critical: the same analytical mindset that drives SEO success could revolutionize cybersecurity defense.
Today, I’ve evolved from protecting search rankings to protecting what matters most – your intellectual assets, your data, and your digital life. Through AIMF LLC, I build and freely distribute advanced cybersecurity tools because I believe everyone deserves enterprise-grade protection, regardless of budget. My mission is simple: democratize cybersecurity and help individuals and small businesses defend against the same threats that target Fortune 500 companies.
"What
"Algorithmic
Most cybersecurity teams respond to signals; I model them. I apply search-engine–style analysis to network and human behavior—profiling patterns, drift, and anomalies the way an algorithm detects manipulation.
"Multi-Device
99% of my defense work used multi-tier, multi-device tactics. I fought adversaries across IoT, phones, Pineapples, Stingrays, cars’ Bluetooth, cell towers, laptops, and even energy/side-channel systems used for air-gapped attacks. I combine telemetry and cross-device correlation to detect attacks that single-device tools miss.
"Real-World
Under eleven months of continuous targeting by Russian actors and local harassment networks, I reverse-engineered attack flows and AI-driven tactics in real time—discovering signature behaviors of automated intrusion and deception systems and developing tailored countermeasures.
"Built
Every tool and script I built was designed and hardened while actively under attack—live forensics, anomaly detectors, and containment tooling that worked in the field. These are survival-tested, not theoretical.
Security Research Case Studies
Real-world threat analysis with PCAP forensics, MITRE ATT&CK mapping, and IOC-based reporting. See how these tools were built and tested under active attack conditions.
6.5M+ packets analyzed • 5 documented incidents • 15+ MITRE techniques mapped