AI/ML Product Strategist | Innovating across Tech, UX, and Data Science | Startup Founder

Portfolio

Design and Product Leadership Case Studies

 

A collection of recent works and talks presented as case studies, including an in-depth overview of my leadership philosophy and approach to Product Design and DesignOps.


AI/ML Focus


 

Machine Learning Framework to forecast coffee beans demand in North America

High-level framework to manage ML project that covers demand predictions for coffee beans in North America market.

 

Generative AI for Experience Design

Outlines the high-level state of automation in creative field and invite designers to shift the paradigm on what it means to work alongside AI-driven tools when designing for experience.

 

Stake Lead Generation Chatbot (FinTech) - AI/NLP

Personal project for Australia-based Fintech startup to design and build a lead generation chatbot FB platform. The chatbot was selected as Top 10 Global Winners of Chatfuel Chatbot Competition in 2017.


Design and Product Leadership


Product Leadership & DesignOps at Breville

How I contributed in building the foundation of Design|UXOps for 90-year old ASX-listed company and enabled us to innovate at scale.

 

Breville CoffeeOS

Drove the design strategy to build Breville CoffeeOS for our next-gen semi-automatic espresso machine and provided coffee aficionados with direct access to Beanz Marketplace, thus offering a 360º connected coffee ecosystem.

 

Joule Oven App

Multi-appliance app that connects to Breville Smart Oven, Joule Sous Vide and more. The app is live on the US Apple AppStore and Google Play Store.

 

Designing for Public Service (NSW Fair Trading)

Redesigning the digital experience for the New South Wales Fair Trading site and empowers users to access information and engage with their services effortlessly.