AI solutions · business analysis · product delivery

AI solutions
grounded in business value.

I connect business analysis, product thinking and hands-on engineering to shape practical AI, automation and digital solutions—from discovery through enterprise delivery.

Business context → clear requirements → usable outcomes.Strategy · architecture · delivery
What I bridgeBusiness × Technology
FocusEnterprise AI
ApproachDiscover to deliver
Point of viewPractical by design

01 — Selected work

From product vision to working systems.

Independent work that brings together discovery, product direction, architecture, engineering and clear communication.

02 — Experience

Across business, technology and delivery.

A career shaped by translating complex needs into clear solution options, aligning stakeholders and carrying ideas through to usable outcomes.

Digital Experience Lead

Rockstar Women in AI & Security

Shape accessible digital experiences and a consistent identity across web, social and community communications while exploring AI-enabled ways to strengthen connection.

AI Application Engineer

WM New Zealand

Designed AI-assisted internal tools and aligned requirements across Sales, HR, Finance, Procurement, Data and Architecture while meeting governance, security and operational needs.

Website Lead

WM New Zealand

Owned requirements and backlog priorities for the corporate web platform, led digital delivery for a four-brand rebrand, and used Google Analytics and feedback to support digital sales and B2C improvements.

Technical Consultant

Ideqa

Supported major client transformations, facilitated discovery workshops and translated business needs into technical options across rebrand, e-commerce, ERP integration and sales punchout work.

AI Researcher

Vodafone New Zealand

Defined and prototyped a machine-learning facial recognition solution using TensorFlow, Keras and OpenCV, with live camera input and browser-based visualisation.

Product Manager

Aisxunke International

Led cross-functional product initiatives, structured priorities through market analysis and coordinated vendors and internal teams through development and launch.

03 — About

A translator between needs and systems.

I’m at my best where business context, technical possibility and delivery reality meet.

I translate ambiguous business needs into clear requirements and practical solution options. My work combines end-to-end technical ownership with the ability to align business, engineering, data, architecture and governance teams.

That range lets me move comfortably from discovery and stakeholder workshops to architecture, testing, documentation, training and delivery—without losing sight of the people who need to use the outcome.

Business analysis & discovery

Requirements elicitation · BABOK-aligned analysis · Backlog definition · Process and solution scoping

AI & automation

Generative AI · Agentic workflows · Intelligent automation · Copilot Studio · Microsoft 365 Copilot

Data & analytics

SQL · KQL · Google Analytics · Data modelling · Microsoft Fabric · Snowflake

Architecture & delivery

Cloud architecture · APIs · Integration · Security and governance · Testing

Stakeholders & consulting

Client workshops · Facilitation · Stakeholder management · Cross-functional alignment

Communication & leadership

Documentation · Storytelling · Presentations · Training · Public speaking · Community leadership

04 — Community & recognition

Sharing what works. Learning with others.

01

Microsoft Community Speaker

Presented intelligent agents, AI orchestration, enterprise Copilot workflows, architecture, governance, testing and deployment at NZ Business Applications Summit 2025.

02

Community contributor

Contribute to Women in Tech & Allies and participate in the Team Copilot Community.

1st

NZ Web3 Hackathon

First Prize at the University of Auckland in 2025.

Final

P&G CEO Challenge

Regional finalist in 2021, developing a marketing and business plan for a live P&G brand.

05 — Foundation

Technical depth meets business context.

Education

Master of Global Business Management

Lincoln University · 2025 · Dean’s List, top 3% · 7.50 GPA · Strategic analysis capstone

Master of Applied Computing

Lincoln University · 2022 · Software development, business analysis, databases & applied AI research

Credentials & learning

Google Cloud Generative AI LeaderSnowPro AssociateAWS Certified Cloud PractitionerPMI Agile Certified Practitioner (PMI-ACP)CBAP Exam Prep SpecializationOracle Integration Cloud Solution Engineer Specialist