personal workspace / public

fahisxd.

Cybersecurity learner, builder, and creator of SoyezSecurise.

I build security tools, break things to understand them, and document what I learn.

01 / selected work

Projects built to answer questions.

Not polished case studies. These are systems I am building, testing, getting wrong, and rebuilding.

An experimental AI input firewall that classifies XSS, SQL injection, path traversal, command injection, and safe input.

The model is not production-ready. The useful part right now is understanding exactly where it gets confused.

  • Python
  • Transformer
  • Custom tokenizer
Dataset
915,495 samples
Stage
Public experiment

Ayano

research tool

A CLI that turns a CVE into a useful starting point for vulnerability research.

It collects the context I usually need—NVD data, proof-of-concept searches, summaries, and research trails.

  • Python
  • NVD
  • GitHub
  • CLI
Type
CVE analysis
Use
Research

02 / field notes

Things worth writing down.

All notes
All notes

03 / about

I learn by making the problem concrete.

I’m Fahis Shehandi, known online as fahisxd. I’m a student learning cybersecurity through projects, CTFs, and a lot of experimentation.

I’m especially interested in web security, Linux, backend systems, cryptography, and the point where AI meets security. Most projects start because I ask “what if I built this myself?” and then discover five technologies I did not know existed.

understand build attack refine
  • Security engineering
  • Web security
  • Linux
  • AI security
  • Vulnerability research
  • Backend systems