
Vulnerability research
Deep technical research across software, cryptography, AI systems, operating systems, firmware, and product attack surfaces.
Cybersecurity research, engineering, training, and threat intelligence for systems that cannot fail.

Deep technical research across software, cryptography, AI, and formal methods — from bugs to resilient systems.

qwerty combines vulnerability research, reverse engineering, cryptographic review, and secure engineering to map real exploitability — not hypothetical risk.

Deep technical research across software, cryptography, AI systems, operating systems, firmware, and product attack surfaces.

Practical programs for security and software engineers: red/blue team, reverse engineering, binary exploitation, and cryptographic assessment.

Research-led visibility into advanced threats targeting enterprise and government networks, translated into practical defensive action.

Security hardware, embedded defense concepts, EDR telemetry pipelines, IDS architecture, and computer-vision threat detection workflows.
Specialized research paths for modern enterprise, government, hardware, vehicle, mobile, industrial, and infrastructure attack surfaces.

Authorized mobile security research for modern device families, forensic readiness, and strict-scope device-access workflows.

Connected-vehicle security for in-vehicle networks, infotainment, firmware, charging surfaces, and exploit-chain modeling.

Kernel internals, local privilege escalation, mitigation bypass research, detection validation, and hardening recommendations.

Low-level research where persistence, trust, and boot-chain integrity matter before the operating system starts.

Safety-aware testing for industrial networks, PLCs, SCADA, field devices, and production or pre-production environments.

Preventive defensive research for high-risk facilities: RF, sensor, imaging, and situational-awareness workflows.
Define authorization boundaries, assets, risk appetite, and evidence requirements before testing begins.
Build controlled lab conditions, harnesses, fixtures, and repeatable validation paths.
Demonstrate impact with precise proof, without theater or unnecessary operational risk.
Deliver clear technical evidence, chain analysis, remediation priorities, and executive context.
Support fixes, detection logic, retesting, and long-term security engineering improvements.
Practical cybersecurity training and custom tooling for closed-source targets, radio modules, automotive systems, and AI-assisted bug discovery.

Share a confidential brief. We will respond with the right research path, expected evidence model, and safe engagement boundaries.
Authorized engagements only. Share the scope you can disclose here.