Melinda Xiao-Devins

Melinda Xiao-Devins Email and Phone Number

Chief AI Architect at Visla @ Visla
Fremont, CA, US
Melinda Xiao-Devins's Location
Fremont, California, United States, United States
Melinda Xiao-Devins's Contact Details
About Melinda Xiao-Devins

I am leading a talented and versatile machine learning team at Visla, researching and exploring the latest LLMs and various deep learning models in NLP and computer vision, creating new algorithms that make video creation and video editing quick and easy. I am honored to be in the position of multiple roles: technical leadership, project management, and AI product initiation. Previously, I have hired and managed the first NLP and AI team at Zoom. We had built AI solutions for Zoom IQ, recommendation system for Zoom Events. With background in NLP, computer vision, data science, software development, cloud computing, I am glad to contribute my experience to building AI driven products that make new things possible for our customers.

Melinda Xiao-Devins's Current Company Details
Visla

Visla

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Chief AI Architect at Visla
Fremont, CA, US
Website:
visla.us
Employees:
22
Melinda Xiao-Devins Work Experience Details
  • Visla
    Visla
    Fremont, Ca, Us
    View
  • Visla
    Chief Ai Architect
    Visla Mar 2022 - Present
    Palo Alto, California, Us
    Lead the AI team at Visla. Working together with software engineering teams, we are building AI driven applications for video creation and video editing.
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  • Zoom Video Communications
    Sr. Manager In Ai And Nlp
    Zoom Video Communications May 2019 - Mar 2022
    San Jose, Ca, Us
    Hired and managed the first Zoom NLP and AI team. Lead amazing ML engineers across 4 different time zones, to invent and build:- NLP solutions for Zoom IQ, Zoom meeting, Zoom phone, and other Zoom applications; - SparkML recommendation engine and big data ETL pipeline for OnZoom / Zoom Events.
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  • Ellie Mae
    Sr. Engineer, Data Science
    Ellie Mae Jun 2017 - May 2019
    Pleasanton, California, Us
    - Developed a loan document text classifier using multichannel CNN, LSTM, and pre-trained GloVe embedding, utilized Keras, Scikit-Learn, and NLTK. - Built a VGG16 based image classifier using transfer learning, to classify mortgage loan document images. - Implemented image preprocessing software using OpenCV, and extract visual features for loan document images. - Developed a MapReduce application that performed ETL on mortgage loan data.- Developed TerraForm code to deploy various AWS infrastructures: EC2, EKS, EMR, S3, ELB, ASG etc.- Lead a team of 6 engineers implemented an end-to-end loan approval prediction software using ML models and won group price in Ellie Mae 2017 Hackathon
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  • Cisco Systems
    Technical Lead, Software Development Engineer
    Cisco Systems Jun 2010 - Jun 2017
    San Jose, Ca, Us
    - Design and implement IoT, cloud based web server software, utilizing Python, Ruby on Rails, Java.- Lead a team of 6 software developers to design, and implement C# .NET WPF based application software for Cisco System's video surveillance system.
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  • Harmonic
    Staff Software Development Engineer
    Harmonic Mar 2000 - Jun 2010
    San Jose, California, Us
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Melinda Xiao-Devins Skills

C++ C# Multithreading Software Development Object Oriented Design Design Patterns Python Javascript Web Services Distributed Systems Java Machine Learning System Architecture Linux Software Engineering Tcp/ip Embedded Software Perl Cloud Applications Deep Learning Internet Protocol Suite Ruby On Rails C Embedded Systems Internet Of Things Cloud Computing Docker Visual Studio Microservices Amazon Web Services Web Development .net Framework Jenkins Html5 Css Parsing Activex Html Scripting Windows Presentation Foundation Tensorflow Keras Scikit Learning Applied Machine Learning

Melinda Xiao-Devins Education Details

  • Purdue University
    Purdue University
    Computer Software Engineering
  • Peking University
    Peking University
    Physics
  • Purdue University
    Purdue University
    Physics

Frequently Asked Questions about Melinda Xiao-Devins

What company does Melinda Xiao-Devins work for?

Melinda Xiao-Devins works for Visla

What is Melinda Xiao-Devins's role at the current company?

Melinda Xiao-Devins's current role is Chief AI Architect at Visla.

What is Melinda Xiao-Devins's email address?

Melinda Xiao-Devins's email address is me****@****hoo.com

What schools did Melinda Xiao-Devins attend?

Melinda Xiao-Devins attended Purdue University, Peking University, Purdue University.

What skills is Melinda Xiao-Devins known for?

Melinda Xiao-Devins has skills like C++, C#, Multithreading, Software Development, Object Oriented Design, Design Patterns, Python, Javascript, Web Services, Distributed Systems, Java, Machine Learning.

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