Hi, I'm Mohammed Baasil Muneer

Cybersecurity-focused BCA graduate with hands-on experience in AI-driven threat detection, Web Application Firewall development, network anomaly detection, and penetration testing aligned with OWASP standards.
Built enterprise-style security systems including an AI-based intrusion detection platform and LLM security testing framework. Seeking an entry-level SOC Analyst or Security Engineer role in the UAE.

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About Me

I am a cybersecurity-focused BCA graduate with a strong foundation in both defensive and offensive security practices. My work emphasizes building practical, real-world security systems that simulate enterprise environments.

I have developed an AI-powered Network Anomaly Detection System capable of identifying 23 attack types, a Flask-based Web Application Firewall implementing OWASP-focused attack detection, and PromptArmor—an enterprise-grade LLM security testing platform designed to detect prompt injection vulnerabilities.

In addition to defensive security engineering, I have hands-on exposure to penetration testing methodologies including reconnaissance, vulnerability analysis, web application testing, and security validation techniques.

My goal is to contribute to a Security Operations Centre or cybersecurity engineering team where I can apply detection, prevention, and attack-simulation expertise to strengthen organizational security posture.

5

Enterprise Projects

4+

Certifications

20+

CTF Challenges

Technical Skills

Cybersecurity

Penetration Testing
Incident Response
Threat Hunting
Vulnerability Assessment
Network Security

Programming

Python
MySQL
HTML & CSS
Java
C Programming

Tools & Technologies

Kali Linux
Metasploit Framework
Wireshark
Burp Suite
VirtualBox & VMware
Git & GitHub

AI & Data Technologies

Machine Learning
Data Analysis
Big Data Concepts
Cloud Computing

Education & Experience

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Education

Completed

Bachelor of Computer Applications (BCA)

Yenepoya Institute

Cybersecurity & Big Data Analytics specialization

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Completed

Class 10 & 12 (Computer Science)

Kendriya Vidyalaya

Foundation in programming & problem-solving

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Experience

Oct - Nov 2024

Machine Learning Intern

Prodigy InfoTech

Built 5 predictive models with 15% improvement

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Sep - Nov 2024

Machine Learning Intern

Pheme Software Pvt. Ltd.

Stock Market Prediction with 86% accuracy

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Bachelor of Computer Applications (BCA)

Yenepoya Institute of Arts, Science, Commerce & Management

Graduated with specialization in Big Data Analytics, Cloud Computing, and Cybersecurity. Gained practical experience in programming, networking, and security implementation.

Big DataCloud ComputingCybersecurityProgramming

Class 10 & 12 (Computer Science Stream)

Kendriya Vidyalaya

Completed secondary and higher secondary education with focus on computer science, programming, and logical problem-solving. Built a strong foundation for technology and cybersecurity interests.

Computer ScienceProgrammingProblem Solving

Machine Learning Intern

Prodigy InfoTech | Remote | October 2024 - November 2024

• Completed intensive ML training program
• Constructed 5 predictive models achieving 15% performance improvement
• Mastered feature engineering and model evaluation techniques
• Applied statistical analysis to security datasets

Machine LearningPythonData AnalysisFeature Engineering

Machine Learning Intern

Pheme Software Pvt. Ltd. | September 2024 - November 2024

• Built Stock Market Prediction ML project
• Performed data preprocessing on 100,000+ records
• Trained 8 algorithms achieving 86% accuracy
• Optimized hyperparameters reducing training time by 35%

Stock PredictionScikit-LearnOptimizationData Preprocessing

Featured Projects

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WAFGuard - Web Application Firewall

Flask middleware WAF with 16+ attack detection modules

Python Flask Security
Click to expand

Network Anomaly Detection System

ML-Based IDS achieving 86.7% accuracy on NSL-KDD

Machine Learning Python IDS
Click to expand

PromptArmor - LLM Security Platform

LLM vulnerability testing with OWASP LLM Top 10 mapping

LLM Security OWASP Python
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CTF Challenges & Hands-On Labs

Active on TryHackMe, HackTheBox, and VulnHub

Penetration Testing CTF
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WAFGuard - Web Application Firewall

Architected a Flask middleware WAF with 16+ attack detection modules (SQLi, XSS, Command Injection, Path Traversal, CSRF, CRLF, SSRF, SSTI, XXE, LFI/RFI, Bot Detection, Brute Force, Password Spraying, Open Redirect, Protocol Violation, Obfuscation). IP reputation system with 500+ blacklist entries preventing 10,000+ simulated attacks. Rate-limiting achieving 98% brute-force prevention. Dashboard with 20+ metrics across 50+ attack scenarios.

PythonFlaskSecurityWAF
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Network Anomaly Detection System - ML-Based IDS

Constructed an IDS classifying 150,000+ samples using Random Forest (300 trees) achieving 86.7% accuracy on NSL-KDD. Feature engineering on 41 variables improving accuracy 12%. Tri-state classification with 99% alert accuracy. Explainable AI using feature-importance analysis. REST API handling 1,000+ predictions/sec. Dashboard generating 50,000+ alerts/day with 30% reduced false positives.

Machine LearningPythonScikit-LearnIDS
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PromptArmor - LLM Security Testing Platform

Architected an LLM vulnerability platform with 100+ payloads mapped to OWASP LLM Top 10. WebSocket infrastructure testing 15+ LLM providers. CVSS scoring (95% classification). Authentication with RBAC supporting 500+ test users. Attack orchestration executing 1,000+ test sequences daily. CI/CD pipelines automating 95% of testing workflows. 88% jailbreak success rate.

LLM SecurityOWASPPythonWebSocket
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CTF Challenges & Hands-On Labs

Active participant on TryHackMe, HackTheBox, and VulnHub CTF platforms. Completed multiple challenges including Jangow 01 box. Demonstrated expertise in reconnaissance, vulnerability exploitation, privilege escalation, and post-exploitation techniques using manual testing, automated scanning, vulnerability scoping, risk assessment, exploitation chain analysis, and technical reporting.

Penetration TestingKali LinuxCTFExploitation

Professional Certifications

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Certified Penetration Tester (CPT)

Ehackify Cybersecurity Academy

December 2025

End-to-end penetration testing across network, web & wireless

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Cyber Security Advanced Certificate

IBM

June 2025

SIEM, threat intelligence & incident response lifecycle

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Certified Cybersecurity Educator (CCEP)

Industry Certification

2025

Security domains, attack simulation & governance

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Introduction to Ethical Hacking

Offenso Hackers Academy

February 2023

Ethical hacking fundamentals & Kali Linux tools

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Certified Penetration Tester (CPT)

Ehackify Cybersecurity Academy | December 2025

• Performed end-to-end penetration testing across network, web, and wireless environments
• Conducted reconnaissance, scanning, enumeration, and exploitation using Nmap, Burp Suite, Metasploit, and Wireshark
• Executed OWASP Top 10-based web application testing including SQL Injection, XSS, authentication bypass, and file upload vulnerabilities
• Performed WiFi penetration testing including WPA/WPA2 cracking and rogue access point analysis
• Developed proof-of-concept exploits and documented findings in structured vulnerability assessment reports

PentestingOWASPBurp SuiteMetasploitWiFi Security

Cyber Security Advanced Certificate

IBM | June 2025

• Gained advanced understanding of network security architecture, SIEM fundamentals, and threat intelligence analysis
• Studied incident response lifecycle, compliance standards (ISO 27001, NIST), and risk assessment methodologies
• Learned digital forensics fundamentals including log analysis, evidence preservation, and investigation workflows
• Explored governance, compliance, and enterprise security strategy frameworks

SIEMThreat IntelligenceISO 27001NISTDigital Forensics

Certified Cybersecurity Educator Professional (CCEP)

Industry Certification | 2025

• Covered comprehensive security domains including network security, cloud security, offensive security, and incident response
• Studied attack simulation techniques and defensive security countermeasures
• Developed structured security awareness and training methodologies
• Gained knowledge in security policy design and enterprise security governance

Security TrainingCloud SecurityIncident ResponseGovernance

Introduction to Ethical Hacking

Offenso Hackers Academy | February 2023

• Learned ethical hacking fundamentals, reconnaissance techniques, and basic exploitation principles
• Introduced to Kali Linux tools, vulnerability scanning, and password attack techniques
• Studied core concepts of web application security and penetration testing lifecycle
• Built foundational understanding of cybersecurity laws and ethical responsibilities

Ethical HackingKali LinuxReconnaissanceWeb Security

Get In Touch

Let's Connect

I'm always open to discussing new opportunities, collaborations, or just connecting with fellow cybersecurity enthusiasts. Feel free to reach out!

Dubai, UAE | Available for Immediate Joining
mohammedbaasil.m@gmail.com
linkedin.com/in/mohammed-baasil-muneer