Postgraduate Diploma in Data Analytics
First in class · 92%Advanced data analysis, machine learning, statistical reasoning and applied research.
04 · Research & education
Evidence before assumptions.
My academic work sits at the intersection of applied statistics, data analytics, technology and real operational questions.
Unpublished research paper
The application of the interquartile range method for outlier detection on South African industrial air pollutants.
This work reflects my interest in robust statistical methods and the consequences analytical choices can have when data is used to support environmental or operational decisions.
Research interests
Questions worth investigating carefully.
My interests include statistical rigour, dependable inference, resampling methods, model evaluation, environmental data and the responsible application of artificial intelligence.
I am particularly interested in work where methodological choices affect real conclusions—such as identifying unusual observations, evaluating model performance or separating a genuine pattern from an artefact of the analysis.
Qualifications
A foundation across technology and strategy.
BCom in Strategic Management
82% averageStrategy, operations, risk, competitive intelligence and organisational decision-making.
Qualified Instrument Mechanician
Trade qualificationIndustrial instrumentation, automation, calibration, maintenance, process control and troubleshooting.
Continuing development
Always adding to the toolkit.
Foundational short courses
HTML & CSSIntroduction to Relational Databases & SQLPython for Beginners
Hands-On AI: Build Your Own GPTs
Learning Industrial Automation
Learning PLC Ladder Logic: 1 The Basics
Learning PLC Ladder Logic: 2 Diving Deeper
Career Essentials in GitHub Professional Certificate
GitHub
Practical GitHub Actions
Practical GitHub Project Management and Collaboration
Python Essential Training
PowerPoint: Eight Easy Ways to Make Your Presentation Stand Out
TeacherMatic Certification
Avallain