Mandy Lin

Mandy Lin Email and Phone Number

Enterprise Artificial Intelligence Senior Manager | Automatic Reasoning | Machine Learning | Compu0ter Vision |Analytics | Strategic Planning | Azure Databricks | Data Mining | Global Technology | Logistic Regression @ VMware
palo alto, california, united states
Mandy Lin's Location
Palo Alto, California, United States, United States
About Mandy Lin

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.

Mandy Lin's Current Company Details
VMware

Vmware

View
Enterprise Artificial Intelligence Senior Manager | Automatic Reasoning | Machine Learning | Compu0ter Vision |Analytics | Strategic Planning | Azure Databricks | Data Mining | Global Technology | Logistic Regression
palo alto, california, united states
Website:
vmware.com
Employees:
30705
Mandy Lin Work Experience Details
  • Vmware
    Enterprise Artificial Intelligence Manager
    Vmware Feb 2020 - Present
    Palo Alto, California, United States
    Data 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.
  • Vmware
    Lead Research Data Scientist
    Vmware Jun 2018 - Feb 2020
    Palo Alto, California, United States
    Lead 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.
  • Microsoft
    Cloud Solution Architect - Advanced Analytics / Artificial Intelligence
    Microsoft Mar 2015 - Jun 2018
    United States
    Enabling Customer Success in the Financial Services Industry through the use of Azure Advanced Analytics and Artificial Intelligence solutions to solve real-world business problems.
  • Avanade
    Sr. Manager - Global Data & Analytics Architect
    Avanade May 2010 - Jan 2015
    Seattle, Washington, United States
  • Avanade
    Manager - North America Data & Analytics Service Line
    Avanade Jul 2006 - May 2010
    Seattle, Washington, United States
    Lead 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.
  • Iflytek Co., Ltd.
    System Test Engineer Assitant
    Iflytek Co., Ltd. 2000 - 2002
    Hefei, Anhui, China
    Programmed 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

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.

Not the Mandy Lin you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.