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ParimiSaketh/README.md

Hi, I'm Saketh 👋

MSc Cybersecurity (Distinction) | Security Operations · Penetration Testing · AI Security

Typing SVG

🎯 About Me

  • 🎓 MSc Cybersecurity — Coventry University · Distinction (Dissertation: 75%) · Specialist module: Ethical Hacking & Penetration Testing
  • 🤖 BTech AI & Data Science — KLH University · First Class with Distinction (CGPA 8.55/10)
  • 🔐 I build detection-oriented security tools from scratch, so I understand how a vulnerability works, not just that it exists
  • 🧠 Working where security and machine learning meet: explainable intrusion detection, AI-generated code security, security data analytics
  • 🏆 TryHackMe Top 3% · Cyber Security 101 & Pre Security certified
  • 🗣️ Cyber Security Course Representative, Coventry University Students' Union
  • 📚 Currently working towards CompTIA Security+ and CEH
  • 💼 Open to SOC Analyst (L1/L2), Vulnerability Management, Penetration Testing and Junior Security Engineering roles — also AI/ML engineering and AI security

🚀 Featured Projects

Project What it does Stack
🛡️ VASTA
MSc Dissertation		 Automated seven-phase web vulnerability assessment pipeline orchestrating 18 open-source tools (subfinder, httpx, katana, dirsearch, dalfox, sqlmap…) — no Nmap/ZAP/Nessus. Subdomain enumeration → live-host probing → endpoint discovery (2,132 endpoints across 12 hosts) → sensitive-file/JS detection → triage → directory brute-forcing → active checks for XSS, SQLi, LFI, open redirect & CORS. CustomTkinter GUI with live progress, severity dashboard and CSV/JSON export. Full unattended scan in 49m 24s; validated against DVWA, Testfire & Metasploitable. Python · CustomTkinter
🍯 HoneyPot Threat-intelligence platform built on a Cowrie SSH/Telnet honeypot in Docker. Enriches attacker sessions with GeoIP, AbuseIPDB & VirusTotal IOC data and auto-maps commands to 14+ MITRE ATT&CK techniques, with interactive Plotly reports. Python · Docker · Plotly
🤖 XAI-IDS Explainable AI intrusion detection system — a Random Forest classifier separating benign traffic from six attack types (DoS, DDoS, PortScan, brute-force, web attacks), with SHAP explanations per alert so analysts see why it fired. Served via FastAPI with a live dashboard and automated mitigation advice. Python · scikit-learn · SHAP · FastAPI
⚡ CodeSentry-Web AI-powered security scanner for AI-built apps — connect a repo, get a Security Score, and auto-fix vulnerabilities via pull request. Shifting security left for AI-generated code. DevSecOps · SAST · GitHub integration
📝 TryHackMe-writeups Methodology-focused TryHackMe learning log (no flags), tracking progress toward Security+. Writeups
🚩 Ethical-Hacking-CTF CTF writeup covering XSS email exfiltration, SQL injection, CI/CD abuse and privilege escalation. Writeups

🛠️ Skills & Tools

🗡️ Offensive Security — Web app testing (OWASP Top 10: XSS, SQLi, LFI, open redirect, CORS), recon & enumeration, vulnerability assessment & validation

🛡️ Defensive Security — Log & pattern analysis, SIEM & incident response fundamentals, threat detection & intelligence, IOC enrichment, MITRE ATT&CK mapping

🧠 AI & Data Science — ML classification & evaluation, explainable AI (SHAP), feature engineering, data visualisation, model deployment

🌐 Networking — TCP/IP, DNS, HTTP, SSH/Telnet, host & endpoint discovery, network intrusion detection

🧪 Labs: TryHackMe · CTFs · DVWA · Metasploitable · Testfire

📜 Certifications

🔐 Security & Networking

Google track courses include: Foundations of Cybersecurity · Tools of the Trade: Linux and SQL · Automate Cybersecurity Tasks with Python. Also: IBM Introduction to Cybersecurity Careers.

☁️ Cloud, AI & Dev

🎯 Working towards: CompTIA Security+ · CEH

📊 GitHub Stats

🔗 Connect

"The quieter you become, the more you are able to hear."

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  1. VASTA VASTA Public

    VASTA — an automated vulnerability assessment pipeline built from custom Python modules (no Nmap/ZAP/Nessus). Covers subdomain enumeration, live host detection, endpoint discovery, sensitive file d…

    Python

  2. codesentry-web codesentry-web Public

    AI-powered security scanner for AI-built apps — connect a repo, get a Security Score, auto-fix vulnerabilities via PR.

    HTML

  3. Ethical-Hacking-CTF Ethical-Hacking-CTF Public

    Forked from celtadenya/ethical-hacking-ctf

    CTF writeup - XSS email exfiltration, SQL injection, CI/CD abuse & privilege escalation

    Python

  4. XAI-IDS XAI-IDS Public

    Explainable AI-based Intrusion Detection System that classifies network traffic (benign vs. DoS, DDoS, PortScan, brute-force, and web attacks) using a Random Forest model, with SHAP-powered explana…

    Python

  5. HoneyPot HoneyPot Public

    Local-lab honeypot threat intelligence platform — Cowrie SSH/Telnet honeypot in Docker, enriched with GeoIP, AbuseIPDB & VirusTotal, auto-mapped to MITRE ATT&CK, with interactive Plotly reports.

    Python