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║ SIDDU MULKALLA · 0xSiddu ║
║ Cybersecurity Researcher · AI/ML Engineer · Full Stack Web Developer ║
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I break systems to build better ones. My work sits at the crossroads of offensive security and artificial intelligence — researching how ML models fail under adversarial conditions, building automation tools that cut through noise in threat detection, and hunting vulnerabilities across web, mobile, and API surfaces.
Currently spending most of my time on AI-powered security tooling and adversarial ML research.
Offensive Security Penetration Testing · Red Teaming · Bug Bounty · OSINT · Threat Intelligence Web App Security · API Security · Android Pentesting
AI / Machine Learning Machine Learning · Deep Learning · NLP · Computer Vision Adversarial ML · AI Model Security · Prompt Engineering
Infrastructure & Stack Python · Bash · JavaScript · TensorFlow · PyTorch Linux · Kali · Docker · Tmux
| Domain | Tools |
|---|---|
| AI / ML | TensorFlow · PyTorch · Scikit-learn · Keras · Hugging Face |
| Web & API | Burp Suite · OWASP ZAP · Acunetix · Postman · FFUF |
| Mobile | MobSF · Frida · Objection · JADX · APKTool |
| Exploitation & Recon | Metasploit · Nmap · SQLMap · Amass · Subfinder |
- Designing AI-powered security automation pipelines
- Researching adversarial attacks on production ML models
- Building intelligent threat detection systems
- Applying ML techniques to real-world security challenges