Mandy Lin Email and Phone Number
Data Science and Advanced Analytics Senior Manager in EDA's Enterprise Artificial Intelligence.In a global environment, I am a proven AI leader, focusing on DS and ML. In my current role, I lead new development with numerous AI teams supporting numerous business units. I improve our stakeholder engagement and develop new machine learning business use cases that enhance sales and marketing. When needed, I lead new business relevant R&D. My teams create value in increased sales, recovered revenue, and cutting edge targeted marketing. I remain the principal author of Python's updated shapwaterfall for local interpretability of ML classification models.
Vmware
View- Website:
- vmware.com
- Employees:
- 30705
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Enterprise Artificial Intelligence ManagerVmware Feb 2020 - PresentPalo Alto, California, United StatesData Science and Advanced Analytics Manager in EDA's Enterprise Artificial Intelligence.In a global environment, I am a proven AI leader, focusing on DS and ML. In my current role, I lead new development with numerous AI teams supporting numerous business units. I improve our stakeholder engagement and develop new machine learning business use cases that enhance sales and marketing. When needed, I lead new business relevant R&D. My teams create value in increased sales, recovered revenue, and cutting edge targeted marketing. I remain the principal author of Python's updated shapwaterfall for local interpretability of ML classification models. -
Lead Research Data ScientistVmware Jun 2018 - Feb 2020Palo Alto, California, United StatesLead Research Data Scientist in EDA's Data Sciences and Advanced Analytics.In a global environment, I improve our Machine Learning Delivery Teams' products, conduct difficult business relevant research, and publish cutting edge research. In this role, I have identified the top 5 to 10% of customers who account for 90% or more of the revenue in multiple VMware products. I am the principal author of Python's shapwaterfall for local interpretability of ML classification models. At the moment, I am tackling a big data anomaly detection problem with keras tensorflow autoencoder solutions. -
Cloud Solution Architect - Advanced Analytics / Artificial IntelligenceMicrosoft Mar 2015 - Jun 2018United StatesEnabling Customer Success in the Financial Services Industry through the use of Azure Advanced Analytics and Artificial Intelligence solutions to solve real-world business problems. -
Sr. Manager - Global Data & Analytics ArchitectAvanade May 2010 - Jan 2015Seattle, Washington, United States -
Manager - North America Data & Analytics Service LineAvanade Jul 2006 - May 2010Seattle, Washington, United StatesLead data design and implementation of a nationwide trade promotion optimization tool for global consumer packaged goods and beverage company.Worked with Accenture on an application modernization project for the world's largest manufacturer of construction and mining equipment. -
System Test Engineer AssitantIflytek Co., Ltd. 2000 - 2002Hefei, Anhui, ChinaProgrammed a C-based SPI Wifi module for data transfer on the chip used in the tablet Developed a UART-based C program to control signal transfer Tested and tuned the chip's I2C communication for device detection and charging
Mandy Lin Education Details
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Computer Science And Technology
Frequently Asked Questions about Mandy Lin
What company does Mandy Lin work for?
Mandy Lin works for Vmware
What is Mandy Lin's role at the current company?
Mandy Lin's current role is Enterprise Artificial Intelligence Senior Manager | Automatic Reasoning | Machine Learning | Compu0ter Vision |Analytics | Strategic Planning | Azure Databricks | Data Mining | Global Technology | Logistic Regression.
What schools did Mandy Lin attend?
Mandy Lin attended Anhui University, Caltech.
Who are Mandy Lin's colleagues?
Mandy Lin's colleagues are Nuttawut Petsangrojn, Tony Gerdjikov, Thelma Cotter, Zhihao Yao, Katherine Doe, Deepti Prasad, Jijesh Unny.
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