AI for cybersecurity
researchIntelligent components that sit inside security operations, turning noisy adversarial signal into intelligence a human can act on.
A loose map of things I work on and have built — research that lives inside security operations, tools I actually use, and the occasional experiment that escaped the garage.
Areas I work in
Intelligent components that sit inside security operations, turning noisy adversarial signal into intelligence a human can act on.
Behavioural-shift detection in networks, distributed systems, vehicles and industrial contexts — defining "normal" carefully enough that the irregular has somewhere to stand out.
How autonomous agents fail, drift and get manipulated — and the guardrails that keep their reasoning aligned until the task is actually done.
Built & in the world
Turns plain Markdown into self-contained HTML technical reports — cover page, metadata from frontmatter, custom colors and code highlighting. Runs entirely in the browser, no server, no install.
rendermd.yous.devZero-knowledge sharing on the edge. Content is encrypted client-side with AES-GCM; the key travels in the URL hash and never reaches the server. Optional password, TTL, burn-after-read.
share.yous.devAn urban vehicle comparator: race a bike against a car across a city, with live GPS sync, a podium and a PNG export. Usually the bicycle wins.
routebattle.yous.devAn organizer for Kindle notes and highlights that turns scattered annotations into reading statistics worth keeping.
cliply.yous.devDigital menus and QR workflows for hospitality and POS, with quiet, non-intrusive interaction analytics for local businesses.
tuqr.esObjective, AI-assisted news analysis — flagging political bias, assessing article quality and issuing trust marks. Reached the regional finals of the Santander X Spain Awards.
archivedTaking low-cost consumer drones apart — protocol, firmware, control — and bringing them under custom command. Presented as a talk at 47CON.
47CON talkA small project for the local cycling community — stickers, keyrings, clothing and more merchandising to come. Coming shortly.
Talks & research communication
On how large language models and agents open an attack surface that didn't exist before — and what defending it actually looks like.
c1b3rwallA hands-on walk through taking apart low-cost drones and the security lessons that fall out of it.
47CON talkPeer-reviewed work presented at international venues, including the Blockchain and Applications congress.
blockchain-congress.netAgent skills · open source
Composable, benchmarked skills that extend coding agents: Apple-silicon containerization, safe disk cleanup, self-patching skills, persistent archive memory — with more on the way.
open skills on github