Michael Yao

Michael Yao

Team Leader

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location of Michael YaoShanghai, China

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  • Timeline

  • About me

    巴斯夫 - Data Scientist

  • Education

    • 西交利物浦大学

      2018 - 2020
      Master of Science - MS Business Analytics Distinction

      Major Course: Econometrics, Data Mining and Machine Learning, Database Management, Big-Data application and Social Network Analysis.

    • East China University of Science and Technology

      2000 - 2004
      Bachalor Mechanical Engineering

      Activities and Societies: Mechanical Design on Vessel

    • East China Normal University

      2012 - 2015
      Master of Business Administration (MBA) Marketing and Gerneral Management

      Marketing and General Management

  • Experience

    • China Electronics Technology Group Corporation

      Jun 2004 - Sept 2007
      Team Leader

      1. Lead mechanical engineering team to accomplish for the packaging design for electric equipment such like server, radio station, control cabinet.2. Perform 3D&2D design on sheet metal, casting and machining with Solidworks and Pro/e.3. Collaborating with multiple functions from electric, test, quality and manufacture.

    • GE

      Oct 2007 - May 2010
      Lead Mechanical Engineer

      1. Perform mechanical packaging design and analysis for control systems such like server (from 1U to 4U at 19 inches) electronic panel, cabinet, and enclosure installed for locomotive and Aviation which are made of Sheet Metal, Casting Aluminum and Plastic Injection.2. Perform FEMA, 3D&2D design, thermal and FEA analysis, linear tolerance stack-up calculation and PCB packaging by ANSYS, UG and Icepak on assembly, Fan and Heatsink. 3. Valuable experience of cooperating with people from cross function teams especially electronic engineering for PCB layout, also SQE and project management.4 Collaborate with OEM/ODM (Viasystems, Flextronics ) to resolve technical issues from prototype to mass production. Show less

    • 飞利浦

      May 2010 - Sept 2010
      Project Manager

      Project Leader - Air Purifier mounted on Vehicle

    • 施耐德电气

      Sept 2010 - Feb 2011
      Experienced Mechanical Engineer

      Medium Voltage Swithch Cabinet Design

    • 通用电气

      Feb 2011 - Jul 2014
      Hardware System Engineer

      1. Establish technical document of avionics hardware system requirements. Define verification and validation for the aircraft airworthiness and hardware system, breakdown hardware system requirements according to DO-160/254, DO297, MMPDS with DOORs system.2. Collaborate with third party on testis including EMC, Vibration, Shock, Safety and environment.

    • Werner Co.

      Jul 2014 - Jan 2017
      Engineering Manager

      1. Lead Shanghai engineering team (6 members) to perform design, test and sustaining support to Ladder and other consumer climbing safety products according to OSHA 1910.26/27 and ANSI 14.2. 2. Work out solution and technical decision to resolve technical issue from prototype to mass production. Resolved problems particular in ‘What if suppliers claim that they are unable to match the design requirements.” Communicate engineering issues with US team for all the products and prototype that made in China.3. Establish DOE analysis to improve welding process and drive the automated calibration of TCP for welding robot arm. Familiar with the alignment and positioning of CCD laser system. Show less

    • 西门子医疗

      Jun 2017 - Jul 2018
      Senior Mechanical Engineer

      1. Be charge of mechanical design and vibration and shock test of X-Ray product for surgery such like C-arm.2. Independently accomplish the design of 2D Cross Laser Localizer which is installed on the C-arm for positioning use.3. Develop suppliers for localization including confirmation on 3D&2D drawing, Tolerance stack-up, pilot-run, monitor the CMM checking for the inspection of prototype on suppliers’ site then the mass production.4. Establish DOE analysis for thermal design and lead the prototyping and pilot-run on vendor site. Show less

    • 巴斯夫

      Sept 2020 - now

      1. Image processing for defect detection/inspection during painting process with Deeplearning/Skimage/OpenCV2. Accomplished Predictive Model (LGBT and XGboost) for optimizing the parameters of spraying equipment to achieve better color quality.3. Accomplished Predictive Model for Time Series Forecast (ARIMA) topic from marketing team on sales&cost.

      • Manager, Data Scientist

        Jun 2023 - now
      • Data Scientist

        Sept 2020 - May 2023
  • Licenses & Certifications

    • Deep Learning 专项课程

      Coursera Course Certificates
      May 2020
      View certificate certificate
    • Convolutional Neural Networks in TensorFlow

      Coursera Course Certificates
      May 2020
      View certificate certificate
    • TensorFlow in Practice 专项课程

      Coursera Course Certificates
      May 2020
      View certificate certificate
    • Convolutional Neural Networks

      Coursera Course Certificates
      Apr 2020
      View certificate certificate
    • Neural Networks and Deep Learning

      Coursera Course Certificates
      Apr 2020
      View certificate certificate
    • Big Data Modeling and Management Systems

      Coursera Course Certificates
      Mar 2020
      View certificate certificate
    • Big Data Integration and Processing

      Coursera Course Certificates
      Mar 2020
      View certificate certificate
    • Machine Learning With Big Data

      Coursera Course Certificates
      Mar 2020
      View certificate certificate
    • Introduction to Big Data

      Coursera Course Certificates
      Feb 2020
      View certificate certificate
    • Project Management Professional (PMP)

      Project Management Institute
      Dec 2015
      View certificate certificate