CybersecurityResearch & Implementation
How to improve your digital hygiene and about my work.
Who are you?
Pick the option that best matches you to jump into the most relevant writeups.
About Me
Hey, I'm Sophia. I fix things and build systems that are boring on a good day.
Most of the time I'm somewhere between code, configs, and coffee, assuming something will go wrong and trying to make sure it doesn't ruin anyone's afternoon. Security matters; so do the people using the tech and the business paying for it.I try not to overvalue one at the expense of the other.
This site is jungle-variety writeups (not garden-variety) and PSAs for end users. I lean on open source and build my own interfaces when off-the-shelf doesn't earn its keep.
Latest writeups
- Clearnet Search TipsCreated Sep 13, 2026 · Updated Sep 15, 2026
- Residential Guest Wifi - Why & HowCreated Aug 27, 2026 · Updated Sep 13, 2026
- CanopyCreated Aug 14, 2026 · Updated Sep 28, 2026
- Tunneling into Linux with Chisel on macOS (SOCKS + FoxyProxy)Created Jul 28, 2026 · Updated Jul 28, 2026
- PyTorch Deserialization & MLflow Arbitrary File ReadCreated Jul 25, 2026 · Updated Aug 29, 2026