handle : 0xIta3hi
role : Cybersecurity Researcher & CTF Competitor
affiliation : Marwadi University — B.Tech CSE (Cybersecurity), CGPA 8.41
ctf_team : 22-member international team
interests : AI Security · Quantum ML · Cloud Purple Team · Binary Exploitation
location : Rajkot, Gujarat, India
timezone : UTC+5:30 | Operational: 10PM–4AMThe drive isn't just to hack — it's to understand systems so deeply you can bend them to your will.
🔗 dC2 — Decentralized Blockchain C2 Server
Decentralized Command & Control server leveraging Ethereum smart contracts for covert communication. Exfiltrates data via
eth_callto blend with legitimate blockchain traffic, making traditional C2 detection ineffective.
Stack: Solidity C++ Python Ethereum Web3.py
Status: Completed
🧠 NeuralRE — AI-Augmented Reverse Engineering
Agentic pipeline combining radare2 + r2pipe with locally-hosted LLMs (via Ollama) for automated binary analysis, deobfuscation, and vulnerability pattern discovery. Jinja2-templated prompt chains for structured analysis output.
Stack: Python radare2 r2pipe Ollama Jinja2 LLMs
Status: Active
⚛️ QML-IDS — Quantum Machine Learning IDS
Variational Quantum Circuit (VQC) based intrusion detection system benchmarked on NSL-KDD dataset. Achieved 88.5% accuracy (F1=0.876) vs classical SVM at 93.5% accuracy (AUC=0.979). Explores the viability of quantum approaches for cybersecurity classification.
Stack: Qiskit Python NSL-KDD VQC
Status: Completed
🔍 LogLurker — Unsupervised Log Anomaly Detection
Unsupervised anomaly detection pipeline for system logs using PyTorch and HuggingFace transformers with local LLM integration. Detects subtle behavioral deviations without labeled training data.
Stack: Python PyTorch HuggingFace Local LLMs
Status: Active
🛡️ GhostGate — Multi-Protocol Honeypot
High-fidelity C++ honeypot emulating multiple network protocols (SSH, FTP, HTTP) via WinSock2. Real-time attack pattern logging and alerting to study threat actor TTPs.
Stack: C++17 WinSock2 Networking
Status: Production-ready
🤖 AgentForge — AI Agent Marketplace
Solo-founded platform for discovering, deploying, and monetizing AI agents. Full-stack with semantic vector search via pgvector for agent discovery and FastAPI backend. Started Jan 2026.
Stack: Next.js FastAPI PostgreSQL pgvector Tailwind CSS
Status: Active development — MVP phase
{
"team_size" : 22,
"team_scope" : "international",
"competitions" : [
{ "name": "FortID CTF 2025", "rank": "8th" },
{ "name": "BrunnerCTF 2025", "rank": "24th" },
{ "name": "World Wide CTF 2025", "rank": "42nd" },
{ "name": "LIT CTF 2025", "rank": "68th" },
{ "name": "BreachpointCTF (National)", "rank": "Top 15" },
{ "name": "HackTheMountains 5.0", "rank": "Best Beginner Team — IoT" },
{ "name": "Internal University CTF", "rank": "1st" }
],
"specialties" : ["binary_exploitation", "reverse_engineering", "web", "crypto"],
"handle" : "0xIta3hi"
}Offensive Security
Languages
Cloud & Infrastructure
AI / ML Security
Web3
PORT STATE SERVICE VERSION
22/tcp open binary-pwn heap exploitation, ROP chains, format strings
80/tcp open web-security OWASP Top 10, SSRF, deserialization
443/tcp open cloud-security AWS IAM abuse, CSPM, lateral movement
8080/tcp open ai-security adversarial ML, prompt injection, LLM red teaming
8443/tcp open quantum-ml VQC, QML for cybersecurity applications
9000/tcp open blockchain-sec smart contract auditing, on-chain C2
┌─────────────────────────────────────────────────────────────────────┐
│ │
│ "I don't hack for the prize — I hack to own the architecture." │
│ │
│ CTF Competitor · Solo Founder · Night Owl · Nocturnal Builder │
│ Built with: ☕ Kali Linux · ⚛️ Qiskit · 🔗 Solidity · 🧠 LLMs │
│ │
└─────────────────────────────────────────────────────────────────────┘