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Zwony/README.md

About Me

I am a Penetration Tester and Backend Engineer with 3+ years of experience building Python-based systems and APIs.

My work bridges software development and offensive security. My backend experience helps me understand application internals, identify security weaknesses, and provide practical remediation guidance. All security assessments are performed within explicitly authorized scopes.

  • Creator and maintainer of EcoTrace, an open-source Python library for measuring runtime energy consumption and carbon emissions.
  • Creator of RedAgent, an open-source platform for assessing security risks in LLM-powered applications.
  • Focused on web application security, network reconnaissance, vulnerability validation, and AI/LLM security.
  • Interested in secure backend architecture and practical security automation.

Technical Competencies & Security Toolkit

Area Tools & Technologies
Languages Python, JavaScript, TypeScript, Bash
Web Application Testing Burp Suite, OWASP ZAP
Network Reconnaissance Nmap, Wireshark
Security Testing Nuclei, ffuf, SQLmap, Metasploit Framework
AI/LLM Security RedAgent, LangGraph, LiteLLM, OWASP Top 10 for LLM Applications
Environments & Tooling Linux, Git, Docker, custom Python tooling

Featured Projects

  • EcoTrace — Python instrumentation for measuring runtime energy consumption, latency, and carbon emissions.
  • RedAgent — A Python-based platform for authorized security assessments of LLM-powered applications, focused on selected OWASP LLM risks.

Pinned Loading

  1. ecotrace ecotrace Public

    Lightweight, process-scoped energy and carbon instrumentation for Python applications, AI models, and LLM pipelines.

    Python 36 13

  2. RedAgent RedAgent Public

    Enterprise-grade automated AI Agent Red Teaming & Security Auditing platform targeting OWASP Top 10 for LLMs.

    Python 15 2