Manual Factory Workflows Digitised — AI & Manufacturing Products
Led end-to-end product design from the ground up across complex B2B manufacturing workflows, combining field research with data-rich workforce platforms, AI chatbots and automated fabric defect detection.
My Role :
Product & Design Lead
Key Metrics :
Product Adoption Operational Efficiency AI Detection Accuracy
Team :
Technical Lead AI & Software Engineering Hardware & IoT Engineering
Project Duration :
Long-term Engagement
Project Background
I joined Pathtech early as a senior expat hire, brought in for my product expertise while the company was still taking shape. My role extended beyond the products we built for clients to contributing to Pathtech’s company culture as the team grew.
I led product design across manufacturing products for large factories in Northern Vietnam, including workforce management platforms, AI chatbots and automated fabric defect detection. The work also helped Pathtech secure its first client and took me directly into factories, where I interviewed owners and employees, observed day-to-day operations and tested assumptions against how people actually worked before translating those insights into product decisions.
The gallery below brings together factory visits, research, collaboration and the people behind the products.
Continue Exploring
Manual Factory Workflows Digitised — AI & Manufacturing Products
Led end-to-end product design from the ground up across complex B2B manufacturing workflows, combining field research with data-rich workforce platforms, AI chatbots and automated fabric defect detection.
My Role :
Product & Design Lead
Key Metrics :
Product Adoption Operational Efficiency AI Detection Accuracy
Team :
Technical Lead AI & Software Engineering Hardware & IoT Engineering
Project Duration :
Long-term Engagement
Project Background
I joined Pathtech early as a senior expat hire, brought in for my product expertise while the company was still taking shape. My role extended beyond the products we built for clients to contributing to Pathtech’s company culture as the team grew.
I led product design across manufacturing products for large factories in Northern Vietnam, including workforce management platforms, AI chatbots and automated fabric defect detection. The work also helped Pathtech secure its first client and took me directly into factories, where I interviewed owners and employees, observed day-to-day operations and tested assumptions against how people actually worked before translating those insights into product decisions.
The gallery below brings together factory visits, research, collaboration and the people behind the products.
Continue Exploring
Manual Factory Workflows Digitised — AI & Manufacturing Products
Led end-to-end product design from the ground up across complex B2B manufacturing workflows, combining field research with data-rich workforce platforms, AI chatbots and automated fabric defect detection.
My Role :
Product & Design Lead
Key Metrics :
Product Adoption Operational Efficiency AI Detection Accuracy
Team :
Technical Lead AI & Software Engineering Hardware & IoT Engineering
Project Duration :
Long-term Engagement
Project Background
I joined Pathtech early as a senior expat hire, brought in for my product expertise while the company was still taking shape. My role extended beyond the products we built for clients to contributing to Pathtech’s company culture as the team grew.
I led product design across manufacturing products for large factories in Northern Vietnam, including workforce management platforms, AI chatbots and automated fabric defect detection. The work also helped Pathtech secure its first client and took me directly into factories, where I interviewed owners and employees, observed day-to-day operations and tested assumptions against how people actually worked before translating those insights into product decisions.
The gallery below brings together factory visits, research, collaboration and the people behind the products.