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mlinarik/README.md

About

I lead the charge in building, scaling, and optimizing Application Security programs that protect enterprise applications from code to cloud. With experience spanning SAST, DAST, SCA, CWPP, WAF, and AI-driven security initiatives, I partner with developers, architects, and leadership to weave security seamlessly into modern development lifecycles.

Security should be an enabler, not a blocker. My mission is to make secure development the easiest path forward.


What I Do

Secure the SDLC Embedding security from ideation through deployment.

AppSec Strategy Aligning security controls with business objectives.

Tooling Leadership Scaling platforms like Checkmarx, Snyk, Veracode, NexusIQ, and Prisma Cloud.

Developer Empowerment Driving adoption via IDE plugins, CI/CD integration, and gamification.

Risk Reduction Using AI, automation, and analytics to mitigate vulnerabilities faster.

AI Security Securing LLM and ML systems, and applying AI to accelerate threat detection.

Shift-Left Culture Championing security ownership across every team.


Technical Arsenal

Security & AppSec

Snyk SonarQube OWASP HackerOne Wireshark Kali Linux Vault Splunk

DevSecOps & Cloud

Python Bash PowerShell GitHub Actions Azure DevOps Kubernetes AWS Azure Docker

Domain Skills & Tools
Application Security SAST, DAST, SCA, RASP, IAST
DevSecOps GitHub Actions, Azure DevOps, Kubernetes Security
Cloud Security AWS, Azure, Container Security
Programming & Scripting Python, Bash, PowerShell
AI in Security ML-based risk scoring, LLM security research

Current Focus

▸ AI-enhanced vulnerability detection and remediation
▸ Secure adoption and governance of AI-generated code
▸ Frictionless developer security experiences
▸ Application Security and AI risk management convergence
▸ Threat modeling for modern cloud-native architectures
▸ Cross-team collaboration for secure delivery
▸ Data-driven security program maturity and measurement
▸ Researching emerging attack techniques and defensive controls
▸ A pervasive shift-left security culture
▸ Scaling security through automation and intelligent workflows

By the Numbers

15,000 repositories secured    High and critical vulnerabilities reduced

AI-Augmented Security

AI-augmented cyber defense: neural analysis feeding a threat-detection shield

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