student · security · computer vision

i poke at systems, build what i need, and document what breaks.

i'm tinywifi, a student in Thailand working across security research, computer vision, and small tools that solve sharp problems.
security researchcomputer vision
4public writeupsfield notes with evidence
4active projectscurrently maintained and live

projects with a reason to exist.

maintained tools and archived experiments, each kept here for the problem it tried to solve and the lessons that survived it.
helium-syncWindows
live
bidirectional bookmark and saved-tab sync across Windows machines, using a private git repository as transport.
PythonGoCLI
grain-clf
abandoned
a YOLOv11 pipeline that grades corn seed quality from one image against practical defect and USDA damage classes.
YOLOv11PyTorchOpenCV
agri-route
abandoned
cold-chain logistics for Thai agricultural supply chains, with route optimization that batches multi-farmer shipments.
IoToptimization
voice-ai companion
abandoned
Thai voice interaction for elderly care: medication reminders, emotional support, and emergency alerting.
Voice AIThai NLP

bring a strange bug or a useful idea.

open to collaborations, responsible disclosure conversations, bug-hunting tips, or just a chat.

friends & badges

  • tinywifi
  • dspl.me
  • xaudev
  • khaodoes