/LikelyMalware

// about

Who I Am_

I'm a security researcher and AI practitioner working at the intersection of offensive security and machine learning. My work focuses on understanding how complex systems fail — from software vulnerabilities to language model misbehavior.

On the security side: vulnerability research, threat modeling, malware internals, and APT tracking. On the threat intel side: IOC analysis, actor profiling, OSINT. On the AI side: adversarial inputs, model internals, and how language models can be misled, manipulated, and made more robust.

This blog is where I document findings that are too long for a tweet and too informal for a paper. No promises on frequency. High bar on quality.

# status.json

{
  "location": "online",
  "open_to": [
    "collaboration",
    "research"
  ],
  "currently": [
    "hunting",
    "writing"
  ]
}

// expertise

Areas of Focus_

Security Research

  • vulnerability analysis
  • red teaming
  • threat modeling
  • malware analysis

Threat Intelligence

  • ioc analysis
  • apt tracking
  • malware triage
  • osint

AI & ML

  • llm security
  • adversarial ml
  • model internals
  • alignment research

Engineering

  • python
  • rust
  • c/c++
  • systems programming

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