About The Project (description, Duration, Stage)
Hands-on AI-for-Security engagement with a regulated iGaming / online-gaming group . The client's security team is genuinely advanced: they already run an AI-driven offensive-security capability continuous external-perimeter scanning feeding an LLM agent that plans exploitation, sources and validates exploits, and executes them in sandboxed environments and a runtime anomaly-detection layer watching for intrusion and privilege-escalation patterns across their products. They built this themselves and have explicitly asked us to challenge and improve it, not just rubber-stamp it .
This is not a generalist AI project . Neurons Lab brings the AI-architecture and engagement depth;
what's missing is the offensive-security domain lead who can sit across the table from a hands-on CISO team as a peer, pressure-test their pipeline, and own the methodology. You are that expert. The early work is concrete and consultative: understand what they've built, find where it's wrong or expensive, and propose a better way.
Stage




pre-engagement / discovery (the immediate next step is a joint technical session with the client's CISO / security engineers).
Duration
discovery - advisory / PoC, with strong extension probability as the security program scales across the group.
Reporting
Neurons Lab CTO / engagement lead (@Alex Honchar);
partners with the Neurons Lab AI Architect on the account. You are the security domain owner for this track.
What You'll Actually Do (example Tasks)
- Join joint working sessions with the client's hands-on security engineers; challenge and harden their AI-driven offensive pipeline end-to-end (recon - verification - AI-planned exploitation - sandboxed execution).
- Design and refine the exploitation agent: how the LLM plans attack paths, selects and validates exploits, and orchestrates parallel sandboxes safely and reproducibly.
- Optimise cost-per-finding of the existing exploitation pipeline: benchmark local /

📌 Ai Architect (Yunclillos)
🏢 Neurons Lab
📍 Yunclillos