Observe
I study how users, devices, systems, and data behave before proposing a solution.
// PROFILE 001
Final-Year Information Technology Student
I build practical systems across cybersecurity, networking, cloud computing, web development, and intelligent threat detection.

// ROLE FOCUS
Final-year Information Technology student with a Diploma in Engineering Technology specialising in Network Security. Experienced in building cybersecurity monitoring systems, network-level threat prevention tools, web applications, Android applications, and machine-learning prototypes. Also experienced in enterprise network infrastructure deployment, technical troubleshooting, customer operations, and inventory coordination. Interested in cybersecurity, cloud engineering, network engineering, IT infrastructure, and software development opportunities.
Building practical tools for threat detection, risk analysis, monitoring, and automated security response.
// HOW I WORK
My background combines technical development, network infrastructure, security analysis, customer operations, and practical problem-solving.
I study how users, devices, systems, and data behave before proposing a solution.
I turn technical requirements into practical applications, dashboards, monitoring tools, and workflows.
I validate behaviour through troubleshooting, simulation, security testing, and structured evaluation.
I refine performance, usability, security controls, and operational processes based on evidence.
// SELECTED WORK
Security tools, intelligent applications and practical technical experiments.



A centralised USB security platform designed to monitor device activity, analyse suspicious sessions, calculate risk, issue alerts, and support mitigation decisions.
Request plane / port 53
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Three sample pages document the filtering comparison.
A diploma team project that used Pi-hole on a Raspberry Pi as a network-level DNS sinkhole for configured advertising and suspicious-domain lists.



A Kotlin Android prototype that helps users track food expiry, plan purchases, scan barcodes, and locate food-bank donation points.
95.69%
Mean five-fold validation accuracy
Reported in the paper
Classifying Vehicle Types using VGG16
PDF / primary artifact
Model route
Class setAuto-rickshaw · Bike · Car · Motorcycle · Plane · Ship · Train
04
A paper-led VGG16 transfer-learning study classifying seven vehicle categories from more than 5,000 labelled images.
05
An attack-and-defence laboratory environment using Kali Linux, Nmap, T-Pot, and Snort to simulate network reconnaissance, detect suspicious activity, document events, and study incident response.
// FIELD RECORD
A field record spanning customer operations, inventory coordination, and enterprise network-infrastructure deployment.
Field record
Lumut, Perak
Worked across customer service, cashiering, barista and beverage preparation, online-order coordination, inventory management, procurement, and daily store operations.
Field record
Lumut, Perak
Supported enterprise network-infrastructure deployment across warehouse and shipyard environments.
// CAPABILITY MATRIX
Practical foundations developed through academic systems, security laboratories, infrastructure work, and application development.
Monitoring, detection, logging, access-control, and risk-analysis foundations applied in academic security systems and laboratories.
Related evidence
// WORKING TOOLKIT
Software, platforms and environments used across projects, laboratories, infrastructure work, design and development.
GitHub
Development
Git
Development
Visual Studio Code
Development
Android Studio
Development
Cursor
AI-assisted development
OpenAI Codex
AI-assisted development
Claude Code
AI-assisted development
Google Antigravity
AI-assisted development
Burp Suite
Security and networking
Kali Linux
Security and networking
Wireshark
Security and networking
Pi-hole
Security and networking
PuTTY
Security and networking
Amazon Web Services
Cloud and systems
Microsoft Azure
Cloud and systems
Ubuntu
Cloud and systems
openSUSE
Cloud and systems
Raspberry Pi
Cloud and systems
Google Colab
Data and machine learning
Kaggle
Data and machine learning
Unity
Design and extended reality
Vuforia Engine
Design and extended reality
Google ARCore
Design and extended reality
Autodesk AutoCAD
Design and extended reality
Figma
Design and extended reality
Odoo
Operations and utilities
ProjectLibre
Operations and utilities
Roboflow
Data and machine learning
StoreHub
Operations and utilities
Microsoft Excel
Operations and utilities
// LEARNING TRACK
Formal study in information technology and network security, connected to a practical technical direction.
Universiti Kebangsaan Malaysia

German-Malaysian Institute
// CREDENTIAL ARCHIVE
A collection of industry training in cybersecurity, networking, cloud computing, Linux systems and emerging digital technologies.
01 / Cybersecurity
NACSA × EC-Council
Archive record
CYBERSECURITY_01
NACSA/MKN Scholarship
NACSA × EC-Council
Practical cybersecurity and penetration-testing training completed under the NACSA/MKN scholarship programme.
// LANGUAGES
// OPEN CHANNEL
I am open to internship opportunities and project collaborations.
Direct contact
Phone number available on request