I build things that actually run outside my laptop: robots that move and think, backend systems that scale, bots that help communities, and ML experiments that solve practical problems. I prefer production-minded prototypes over polish for the sake of polish.
I’ve built and deployed multiple bots (discord.js / discord.py) — a few are verified — and I ship projects with a Linux-first workflow. I take part in competitions regularly and I’m always down for learning opportunities.
Built moderation/utility/music bots, slash-command systems, role automation — multiple verified bots deployed.
- Secure-by-design dev • threat modelling
- Linux hardening • network basics & recon workflows
- Automation for triage & scanning (scripts & tooling)
- RTOS patterns & firmware design
- Perception pipelines (CV + sensor fusion)
- Autonomy stacks & state machines (ROS-aware)
- Motion control, control loops, field testing & telemetry
# typical loop
ideate && prototype && test-in-field && collect-telemetry && iterate && deploy