OPEN
SURFACE
AI-powered vulnerability research / reverse engineering

Look closer.Find the fault.

Exploring vulnerabilities with AI, and going deep through reverse engineering in my independent work. Field notes on how software really behaves.

Read the research Meet the researcher ↗
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Explore / Reverse engineer / UnderstandAI-powered vulnerability research, with the process visibleScroll to explore ↓
Plate II / The investigation

Beyond the
visible surface.

AI helps uncover a thread. Reverse engineering follows it into what the software actually does.

ObserveDisassembleUnderstand
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01 / The writing

Notes from
the surface.

Sample article topics for the mockup. Replace these with your own published research and disclosures.

AI research / Sample topic01
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Using AI to map an unfamiliar attack surface

A place to show where AI helped, what needed manual verification, and how a lead became evidence.

Research writeup · Placeholder
Method / Sample topic03
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Turning a promising lead into a finding

Separate an interesting signal from a vulnerability you can reproduce and explain.

Process · Placeholder
02 / Behind the work

Curiosity is
the method.

I mainly work on AI-powered vulnerability research. In my independent work, I specialize in reverse engineering: looking beneath the interface to understand what software actually does. Add your name and real projects here when you’re ready.

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Areas of focus
  • 01 / Primary focusAI-powered vuln research
  • 02 / Independent specialtyReverse engineering
  • 03 / On the blogResearch notes & writeups