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Yu-Ren Ke

Yu-Ren Ke

Software Engineer

Followers of Yu-Ren Ke229 followers
location of Yu-Ren KeTaipei City, Taipei City, Taiwan

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  • Timeline

  • About me

    AI Engineer at 睿訊有限公司

  • Education

    • National Chiao Tung University

      1999 - 2003
      Bachelor's degree Computer Science

    • National Chiao Tung University

      2003 - 2005
      Master's degree Computer Science

  • Experience

    • BenQ

      Feb 2006 - Apr 2007
      Software Engineer

      • Ported a 3rd party QR code scanner solution and implemented the corresponding app • Ported a picture rendering solution (Scalado) to speed up the pictures / thumbnails rendering

    • MStar Semiconductor

      May 2007 - Feb 2014
      Senior Software Engineer

      • Designed and implemented a middleware as a generic interface between telephony apps and protocol stack • Responsible for GSM / GPRS Layer2 and Layer 3 Data Plane Protocols (MAC/RLC/LLC/SNDCP/SM) • Designed and modified the MStar proprietary TCP/IP , ported DCHP to support Wi-Fi feature • Developed new data delivery mechanism to enhance data throughput of Wi-Fi. Throughput raised by 50% and MIPS consumption reduced by 40% • On-site supports for K-touch phone projects, Huawei IOT • Supported the multimedia team for the Tudou HTTP/RTSP video streaming app (www.mstarsemi.com/tw/news.php#64) Show less

    • MediaTek

      Feb 2014 - Mar 2015
      Principal Software Engineer

      • Responsible for WCDMA/HSPA/HSPA+ Layer 2 (RLC/BMC) software maintenance • Diagnose and trouble-shoot various network or performance issues • Wrote test scripts for HSPA/HSPA+ RLC / BMC verifications on base station simulator (R&S CMW series, Anite)

    • Taiwan AI Academy

      Jan 2018 - Apr 2018
      Postgraduate

      This bootcamp covers traditional ML and Deep Learning technologies.• Final project: Photo Teller - Image Caption. http://www.phototeller.ml/ Adopt CNN to extract image features, and attention model to help LSTM language model generate captions• T-brain competition: File agnostic malware detection https://tbrain.trendmicro.com.tw/Competitions/Details/1

    • PIXNET Digital Media Corporation

      Jun 2018 - Aug 2020
      Advanced Algorithm Engineer

      • Adopt BERT to Implement customer service auto reply service• Implemented search by Image API• Word suggestion API for search service on PIXNET BLOG webpage• Recommendation Algorithm implementation for BLOG articles (4%~8% CTR improvement)

    • 睿訊有限公司

      May 2022 - now
      AI Engineer

  • Licenses & Certifications

    • Taiwan AI Academy certificate

      Taiwan AI Academy
      Mar 2018
      View certificate certificate

    • Swift Level 1 (Swift syntax 2.0) qualification

      Cambridge Certification Authority
      Sept 2017

    • Building Batch Data Pipelines on GCP

      Coursera
      Jul 2021
      View certificate certificate

    • Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform

      Coursera
      Jul 2018
      View certificate certificate

    • Data Engineering, Big Data, and Machine Learning on GCP 专项课程

      Coursera
      Sept 2021
      View certificate certificate

    • The Complete iOS 10 & Swift 3 Developer Course

      Udemy
      Oct 2017
      View certificate certificate

    • Building Resilient Streaming Analytics Systems on GCP

      Coursera
      Aug 2021
      View certificate certificate

    • Modernizing Data Lakes and Data Warehouses with GCP

      Coursera
      Jul 2021
      View certificate certificate

    • R Programming A-Z: R for Data Science With Real Exercises

      Udemy
      Jan 2018
      View certificate certificate

    • Google Cloud Platform Big Data and Machine Learning Fundamentals

      Coursera
      Jun 2018
      View certificate certificate

  • Honors & Awards

    • Awarded to Yu-Ren Ke
      Merit Award of Final Project Presentation of Taiwan AI Academy Taiwan AI Academy Apr 2018 Merit Award of Final Project Presentation of Taiwan AI Academy
    • Awarded to Yu-Ren Ke
      MediaTek Outstanding Contributor 2015 MediaTek 2015 in recognition of the contribution for the success of the 1st 4G products by Mediatek (MT6290/MT6169/MT6339)
    • Awarded to Yu-Ren Ke
      MediaTek Outstanding Contributor 2014 MediaTek 2014 in recognition of contribution for the success of MT6582/MT6592/MT6625/MT6166/MT6322/MT6333 projects
    • Awarded to Yu-Ren Ke
      MStar Semiconductor Inc. short term reward MStar Semiconductor Inc. This award is issued to employees who make great contributions to various tasks.Awarded in 2009, 2011, 2012