All academic work

QUT · Postgraduate academic work

Ask better questions.
Build a clearer direction.

Business intelligence, platform data, product opportunities and future scenarios, with games and digital products as a recurring thread.

Academic projects and case studies from my Master of Business. The organisations named are the subjects of the assignments.

BSN450

Business intelligence plan

Gaming · Digital products · Education technology

Halfbrick business intelligence plan

Explore what a casual-game company would need to know before expanding into gamified education.

My contribution

I connected the strategic opportunity with market conditions, information requirements and data needs. The business intelligence plan considered privacy and regulatory issues alongside recommendations for using information to support the potential expansion.

Methods & tools

  • Business intelligence planning
  • Market analysis
  • Data requirements
  • Opportunity analysis
  • Privacy considerations

Data analytics assignments

Data analysis & visualisation

Social media · Digital platforms · Media research

Digital platforms & the TikTok debate

Use platform data to investigate digital-media questions, including YouTube discussion around the US TikTok-ban debate.

My contribution

I worked with data collection, metadata interpretation, exploratory analysis and visualisation to identify patterns and develop recommendations. The assignments used Tableau, the YouTube Data API v3 and QUT Digital Observatory Youte, with attention to responsible data use and what the available information could support.

Methods & tools

  • Tableau
  • YouTube Data API v3
  • QUT Digital Observatory Youte
  • Exploratory analysis
  • Data visualisation
  • Responsible data use

MGN585

Commercial opportunity & pitch

Gaming · Live services · Player engagement

Epic Games PERS

Develop a business proposition around declining player engagement and opportunities for re-engagement in a digital live-service context.

My contribution

I translated the opportunity into a pitch covering target users, the value proposition, strategic fit, assumptions and viability. The work considered market pressures, stakeholder interests and ethical trade-offs alongside customer-retention thinking.

Methods & tools

  • Opportunity identification
  • Value proposition
  • Customer retention
  • Stakeholder analysis
  • Viability assumptions
  • Business pitching

MGN565

Strategic foresight analysis

Aerospace · Technology · Innovation

SpaceX foreseeable futures

Examine plausible future operating environments for SpaceX and consider how external change could affect strategic choices.

My contribution

I explored future scenarios through technological, environmental, legal and ethical factors. I also compared traditional analysis with generative-AI-supported analysis, examining the implications of both approaches for strategic reasoning.

Methods & tools

  • Foresight
  • Scenario planning
  • PESTEL
  • Systems thinking
  • Human versus GenAI analysis

ReFoods project

Business concept & presentation

Food · Sustainability · Circular economy

ReFoods sustainability concept

Develop and communicate a sustainability-oriented business concept in a food and circular-economy context.

My contribution

I developed the concept and communicated it through presentation and video-based delivery. The project brought together sustainability, early-stage business thinking and the work of making an idea understandable to an audience.

Methods & tools

  • Concept development
  • Sustainability
  • Circular-economy thinking
  • Presentation
  • Video communication

MGN428

Structured reflection & development planning

Entrepreneurship · Leadership development

Entrepreneurial development

Evaluate how my own entrepreneurial thinking and approach to personal development were changing.

My contribution

I used structured reflection to examine personality, self-efficacy, mindset and learning from failure. The work connected those observations with development planning and how I approach future business and leadership challenges.

Methods & tools

  • Big Five reflection
  • Entrepreneurial mindset
  • Self-efficacy
  • Growth mindset
  • Development planning

The connection

Building on
the experience.

Working in QA taught me to investigate evidence. These projects apply that habit to business questions: what information is needed, what it supports and which assumptions still need testing.

Explore my capabilities

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Marketing & customer insight

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