01 LEARNING PROJECT
ASX Market Time-Series Analysis
Raw-data inspection → cleaning and transformation → model building → performance evaluation → results visualisation.
PYTHON · PANDAS · VISUALISATION · VAR
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02 LEARNING PROJECT
Web Scraping & Clustering Analysis
Web scraping → data cleaning and feature preparation → clustering → cluster-quality evaluation → visualisation.
PYTHON · CLEANING · VISUALISATION · CLUSTERING
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03 LEARNING PROJECT
Predictive Classification Models
Data cleaning and preparation → logistic regression and random forest → accuracy evaluation → results visualisation.
SCIKIT-LEARN · VISUALISATION · CLASSIFICATION
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04 LEARNING PROJECT
Restaurant Operations Management System
Used use-case analysis to define requirements, then designed the workflow, database and interface, and built a web-based PHP and MySQL system to support internal fast-food restaurant operations.
PHP · MYSQL · XAMPP
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05 LEARNING PROJECT
Object-Oriented Customer Model
Object-oriented customer model using abstraction, inheritance and polymorphism.
PYTHON · OOP
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06 LEARNING PROJECT
PDF Text-to-Word Automation
Batch automation for extracting PDF text and generating editable Word files.
PYTHON · AUTOMATION
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07 TECHNICAL TRAINING
Data Centre Infrastructure Lab
Built a data-centre training environment across physical and virtual servers: hardware and RAID configuration, iLO management, ESXi and Hyper-V virtualisation, Windows Server, VLAN networking, Active Directory, failover clustering, backup and recovery.
WINDOWS SERVER · ESXI · HYPER-V · AD DS · DNS · DHCP · ILO · RAID · VLAN · ISCSI · POWERSHELL
08 PERSONAL TECHNICAL PROJECT / HANDS-ON LAB
REST API Basics & Postman Testing Lab
Built and tested REST API endpoints with Node.js and Express.js. Used Postman to validate GET, POST, PUT and DELETE operations, JSON request and response bodies, path and query parameters, and expected HTTP 200, 201, 400 and 404 status codes.
NODE.JS · EXPRESS.JS · JAVASCRIPT · POSTMAN · REST API · JSON · GIT · GITHUB
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