Mingwei He

Mingwei He Email and Phone Number

Software Engineer II @ Microsoft
Redmond, WA
Mingwei He's Location
Seattle, Washington, United States, United States
Mingwei He's Contact Details

Mingwei He personal email

n/a
About Mingwei He

Knowledgeable machine learning engineer and software developer with advanced expertise playing key role in designing, implementing, and supporting enterprise-level software. Hands-on expertise in computer vision and deep learning pipeline development. Commitment to continual learning and application of emerging technologies. Both personable and team player with the ability to interface at all levels with technical and non-technical teams.

Mingwei He's Current Company Details
Microsoft

Microsoft

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Software Engineer II
Redmond, WA
Website:
microsoft.com
Employees:
10
Company phone:
0124 415 8000
Mingwei He Work Experience Details
  • Microsoft
    Software Engineer Ii
    Microsoft Jun 2021 - Present
    Redmond, Washington, Us
    View
  • Wyze Labs
    Sr. Software Engineer, Cv Engineer
    Wyze Labs Feb 2020 - May 2021
    Kirkland, Wa, Us
    - Improved person detection model mAP from 60.0% to 84.6%.- Improved face detection model mAP from 77.8% to 80.3%.- Improved multi-categories’ object detection model mAP from 44.0% to 47.8%.- Improved cloud model inference speed from 20 to 10 milliseconds per image by integrating with yolo-light.- Developed a semi-automatic video annotation application, which accelerated annotation speed ~5 times. - Developed an image data crawler, which empowered data scientists to collect images from any public websites with their interestets.- Developed pipeline scripts for data processing, model training, inferencing, evaluation.
    View
  • Incedo Inc.
    Sr. Software Engineer, Cv Engineer
    Incedo Inc. Nov 2018 - Jul 2019
    Florham Park, New Jersey , Us
    - Created and delivered a 383 classes’ object detection Faster-RCNN model using Detectron.- Created and delivered a YOLO-v2 helmet detection model using Caffe2.- Reduced output dimension for feature extraction model using sklearn PCA.- Created corresponded RESTful APIs to the above-mentioned models using Flask, Docker.
    View
  • Shanghai Xin Yin Tech
    Software Architect
    Shanghai Xin Yin Tech Mar 2016 - Oct 2017
    - Investigated and documented software requirements directly with the clients.- Designed project architecture in the form of traditional MVC model.- Designed ER / Class / Sequence diagrams with StarUML.- Designed and implemented web UIs, RESTful API services, DB schemas.
  • Shanghai Shang Re Info Tech
    Sr. Software Engineer, Full-Stack Developer
    Shanghai Shang Re Info Tech Jun 2015 - Jan 2016
    - Lead and instructed the team for developing web UIs using bootstrap, jQuery.- Developed RESTful API services for Grabbing Treasure mobile game.- Designed ER diagrams using Power Designer.- Implemented payment interface logic with multiple public APIs including WeChat, Alipay, etc.
  • Shanghai Tian Chuang Info Tech Co. Ltd.
    Software Engineer
    Shanghai Tian Chuang Info Tech Co. Ltd. Oct 2013 - Apr 2015
    - Provided code samples for new and hard functionalities to the team. - Reviewed and commented teammates’ project code.- Improved software react speed by optimizing SQL queries and front-end HTMLs.- Involved in the development of Shanghai Golden Exchange and SGM ULUB system.
  • Dalian Xinwei Info Tech Co. Ltd.,
    Software Developer
    Dalian Xinwei Info Tech Co. Ltd., Oct 2011 - Aug 2013
    - Developed and tested projects’ VBA functions, Java batches. - Involved in the development of a logistics procurement system for Japanese clients using struts2.- Assisted in the development of the production management system for Ling Hua factory.

Mingwei He Skills

Mathematics Speech Recognition Pandas Scikit Learn R C/c++ Git Amazon Web Services Data Science Algorithms Object Oriented Programming Cuda Matlab Data Analysis Tensorflow Keras Kafka Data Analytics English Image Processing Deep Learning Hbase Caffe Hadoop Swift Natural Language Processing Matplotlib Html Artificial Intelligence Google Cloud Platform Ios Development Scipy Java Apache Spark Seaborn Big Data Php Javascript C++ Hive Computer Vision Numpy Pytorch Python Computer Science Convolutional Neural Networks Machine Learning Caffe2 Pattern Recognition

Mingwei He Education Details

  • Maharishi International University
    Maharishi International University
    Computer Science
  • Dalian Minzu University
    Dalian Minzu University
    Electronics And Communications Engineering

Frequently Asked Questions about Mingwei He

What company does Mingwei He work for?

Mingwei He works for Microsoft

What is Mingwei He's role at the current company?

Mingwei He's current role is Software Engineer II.

What is Mingwei He's email address?

Mingwei He's email address is mi****@****oft.com

What schools did Mingwei He attend?

Mingwei He attended Maharishi International University, Dalian Minzu University.

What skills is Mingwei He known for?

Mingwei He has skills like Mathematics, Speech Recognition, Pandas, Scikit Learn, R, C/c++, Git, Amazon Web Services, Data Science, Algorithms, Object Oriented Programming, Cuda.

Who are Mingwei He's colleagues?

Mingwei He's colleagues are Abalfazl Entezari, Hasan Kurde, Laura Gallego, Hanifah Aulia, Bridget Boyes, Dave Wollerman, Sulvia Rahma.

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