Three years in IT. Two of them inside the systems and networks of a CAC 40 energy giant. I invested serious hours into CTFs, which gave me the attacker perspective first, then the SOC became the field I chose to build in. Based in Lyon, open to France and the UK first, then the rest of Europe.



Voice liveness API. A challenge phrase and a microphone instead of iris scans. Built in five days for the YC RFS.
Esports analytics platform. Upload end game screenshots, GPT-4o Vision parses them, the coach gets reliable winrate data.
Discord bot and web app for community League tournaments. Rank checks, brackets, leaderboards. Beta while the Riot API review runs.
Realtime voice tutor on the Gemini Live API. Ephemeral tokens, function calling, interruption handling. Built as a daily study tool.
A command and control framework built from scratch, ECDH and AES-GCM included, to learn what the other side actually looks like on a SOC console.
Physical access assessment toolkit. Demonstrates that browsers cannot protect session cookies from a local admin. Released after a full secrets audit of the repository.
Home SOC in Docker. Elasticsearch, Sysmon, a simulated corporate network and a Kali box on a schedule. Notes in French so the whole environment can be rebuilt from them.
One brute force in my own lab, walked end to end. The failed logins, the queries that name the attacker, and the case that closes it.
Daily security quiz with explanations, SOC cheatsheets, live CVEs and translated news. My revision loop, one question at a time.
24/7 monitor for French TCG marketplaces. Price drops, price errors, restocks, straight to Discord.
Pipeline that scrapes junior SOC offers across France and the UK, scores them against my profile with an LLM, and serves them in a dashboard with application tracking.
The long version of some of these projects is on the blog.