MM
About
Co-Founder at ARIMLABS, driving the strategic vision for AI security research and product development. Expert in discovering critical vulnerabilities in AI systems, developing secure-by-design methodologies for AI agents, and scaling cutting-edge R&D operations. Proven leader with deep technical expertise across cybersecurity domains, including hands-on experience auditing Fortune 500 infrastructures and contributing to OSS-Fuzz.
Certifications
Skills & Expertise
Security Research
Vulnerability Research
Binary Fuzzing
Source Code Security Review
Penetration Testing
AI/ML Security
LLMs Security Assessment
Adversarial Machine Learning
AI/LLM Safety
AI Agent Security
Programming
Python
C/C++
Rust
Leadership
R&D Management
Security Leadership
Strategic Planning
Work Experience
ARIMLABS.AIRemote
2024 - now
Co-Founder
ARIMLABS is a private security research lab driven by a small but highly talented team dedicated to making the AI world safer than it was yesterday. Our mission is to create a secure and confidential AI ecosystem for everyone through rigorous security audits and innovative internal software solutions.
Leviathan Security Group | EuropeFull-time
2022 - Now
Associate Security Consultant → Middle Security Consultant
Highly skilled in identifying security issues in complex projects, with a proven track record of effectively managing team operations during project execution.Led an R&D project on binary fuzzing, developing an internal tool that utilizes a custom-trained LLM and mathematical models to reduce fuzz target identification & development time from 3 days to 45 minutes.
Education
Polish-Japanese Academy of Information Technology | BSc
2022 - 2026
- Bachelor's Degree in Computer Science, awarded Rector's Scholarship for academic excellence
- Bachelor thesis topic: An application of Graph Neural Networks in static source code analysis
- Works under the supervision of prof. dr hab. Grzegorz Wojcik
Languages
Ukrainian (native)
English (C1)
Polish (B1)
Open Source Security Contributions
Browser Use ↗️
github.combrowser-use/browser-use/security/advisories/GHSA-x39x-9qw5-ghrf
CVE-2025-47241
Vulnerability Research
CVE
Libzip ↗️
github.comnih-at/libzip/commit/7476514b4c9369beb5e0edffa5d58eaa4373c3bd#diff-cba98d84635a013da383b41ac94b727826547fff8c838136e4be7c041759d0acR106
During the contribution, 4 fuzz targets were developed, leading to the discovery of several security issues.
Binary Fuzzing
C/C++
Source Code Review
OSS-Fuzz Google
Pandas ↗️
github.comgoogle/oss-fuzz/pull/11168
During the pull request to the OSS-Fuzz repository, seven fuzz targets were developed, which led to the disclosure of an unhandled exception.
CPython
Binary Fuzzing
Security Source Code Review