YUNNA WEI

YUNNA WEI

Mentor
Rising Codementor
US$25.00
For every 15 mins
ABOUT ME
Lead Data Scientist and AI Product Owner
Lead Data Scientist and AI Product Owner

As a pioneer in the Artificial Intelligence era, I have successfully built up in-house data science / AI capabilities and teams from scratch for multiple companies, including Dyson, an extremely innovative organisation, and Jabil, a very traditional US manufacturing enterprise. I have facilitated excellent data-driven outcomes for all organisations I have worked for, and have always been recognised as a trusted advisor both strategically and technically when it comes to AI.

Chinese, English
Beijing (+08:00)
Joined April 2020
EXPERTISE
3 years experience
5 years experience
7 years experience
5 years experience
7 years experience

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EMPLOYMENTS
Lead Data Scientist and AI Product Owner
Jabil
2018-11-01-Present
•Engage with all relevant business stakeholders to understand fundamental and detailed business processes and collect requirements to det...
•Engage with all relevant business stakeholders to understand fundamental and detailed business processes and collect requirements to determine where machine learning, and data science technologies can be applied to create better customer experience, improve operation efficiency and reduce costs; •Define and deliver technical engagements with external partners and customers, including participating in sales on-site visits, understanding customer requirements, proposing Big Data/Analytics solutions offerings, and delivering custom solution engagements; • Overall product manager and owner to scope and lead data science and AI projects that delivered significant business value, such as manufacturing cost reduction by millions of dollars and manufacturing efficiency improvement by 10%; •Define and develop company data science and AI strategy and operating model, including obtaining complete support from both the CIO and the CEO; •Serve as the senior technical expert for C-level leadership and provided guidance on company technology strategy, particularly on the “go-to-cloud” strategy; •Recruit and set up a global data science/ AI team from scratch, which provides data analysis services to more than 15 manufacturing factories and world-wide clients; •Define and develop data strategy and data architecture by leveraging cloud technologies to support all data science and analytics activities; •Develop and manage the end-to-end data science execution including scoping, building, testing, implementation, maintenance, tracking and optimization of machine learning models by leveraging Azure services, such as machine learning services, data bricks, data factory and data lake (Gen 2);
Python
Azure
Machine Learning
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Python
Azure
Machine Learning
Deep Learning
Keras
Tensor
Pa
DevOps
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PROJECTS
Build AI solution for Product Cosmetic Defect Detection View Project
Jabil
2020
Brainwave is an AI powered product cosmetic defect detection solution that is developed to replace the manual inspection process. It is d...
Brainwave is an AI powered product cosmetic defect detection solution that is developed to replace the manual inspection process. It is designed to contain 6 main micro services, each of them can be reused and reapplied to multiple products across Jabil. The AI part is built into a framework that can be automatically triggered and re-trained and containerized when there are new images collected from the shop floor. In summary, it is a flexible AI solution that adds significant value to the manufacturing operation.
Python
Azure
Deep Learning
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Python
Azure
Deep Learning
Microservices
AI (artificial intelligence)
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