At Outlier.ai, I review AI-generated code for accuracy, logical correctness, and security awareness across multiple languages. I also design coding prompts and test cases and provide structured feedback on technical outputs.
In my home lab, I built an isolated environment with Kali Linux and Windows VMs to practice offensive and defensive security. I perform port scanning, service enumeration, and web vulnerability testing, then analyze network traffic with Wireshark.
Through TryHackMe Labs and Python scripting, I completed 32 rooms covering network scanning, web exploitation, privilege escalation, and OSINT fundamentals. I also wrote Python scripts to automate port scanning and log file parsing, and practiced Bash for Linux system enumeration.
As an independent cybersecurity researcher, I practice vulnerability scanning, web application testing, and network reconnaissance through structured home lab exercises. I track CVE disclosures and security research, and hold CompTIA Security+, eJPT, and Ethical Hacking–NPTEL/IIT certifications.

