Jerry Chen

Jerry Chen

Senior Engineer

Followers of Jerry Chen1081 followers
location of Jerry Chen台灣 臺北市 台北

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  • Timeline

  • About me

    Data Scientist | Business Intelligence Analyst

  • Education

    • UW Foster School of Business

      -
      Master of Science - MS Business Analytics

      Using data by applying analysis, visualization, prediction skills to get insights for enterprises.

    • 國立臺灣大學

      -
      Certificate Elite MBA

      President of Class of 2014 (the 21st cohort)

    • University of Washington

      -
      Master of Science - MS Chemical Engineering

      活動和社團:Electrochemical Society Former President and Education Vice President of Electrochemical Society Student Chapter

    • 國立臺灣大學

      -
      Master of Science - MS Chemical Engineering

      • Completed Polymer Science and Engineering Program• Thesis: The Alignment Behavior of Nematic Liquid Crystal 4-n-pentyl-4'-cyanobiphenyl on Micro-grooved Polymer Surfaces

    • 國立臺灣大學

      -
      Bachelor of Science - BS Chemical Engineering
  • Experience

    • NANYA Printed Circuit Board

      Sept 2012 - Feb 2014
      Senior Engineer

      • Manufactured new flip-chip (FC) for CPU and chipset for Intel and AMD.• Developed a fully automated FC flattening technology for Intel P1270 tock (Haswell) and later products with a yield 99%+ for FC warpage control. Established a statistical process control (SPC) system for the process and certified by Intel. The full technology also includes high volume loader/unloader, and high-precision (<100um) transfer machine to maximize the capacity.• Improved solder bumps quality and reliability through SEM and EDX analysis. Developed a new opening size - solder ball size – bump height phase diagram and new reflow profiles to achieve best TQRDCE (Technology, Quality, Reaction, Delivery, Cost and Environment). • Company website: www.nanyapcb.com.tw 收回

    • KALIN Enterprise Co. Ltd.

      Jan 2015 - Jul 2015
      Consultant

      • KALIN Enterprise is a cosmetic chemicals company headquartered in Taipei and has offices in Shanghai. and Guangzhou.• Performed new market research & set up 5-year operational growth plans for KALIN for the President. • Optimized business operations; Launched a new company's website.

    • University of Washington

      Oct 2016 - Mar 2019

      • Developed physics-based electrochemical models and used numerical methods assisting with symbolic computation solving stiff differential-algebraic equations systems for Li-metal batteries.• Used different time-stepping methods including Runge-Kutta and backward difference methods to numerically solve stiff physics-based lithium-ion models. • Used symbolic computation to develop a higher derivatives method for solving “stiff” boundary value problems with an extensible higher order of convergence. • Used machine learning techniques (neural-network, tree-based methods) to build surrogate models for physics-based battery model (porous electrode pseudo-two-dimensional model) for battery-grid integration and optimization. 收回

      • PHD Student

        Sept 2015 - Mar 2019
      • President of Electrochemical Society Student Chapter

        Oct 2017 - Sept 2018
      • Vice President of Education of Electrochemical Society Student Chapter

        Oct 2016 - Sept 2017
    • KALIN Enterprise Co. Ltd.

      Aug 2020 - Feb 2022

      • Manage the R&D department.• The R&D team specialize in Cosmetic Ingredients, Cosmetic formulations & Pet Products • Manage projects for the President: Generate plans and reports of market analysis and operations. Manage the R&D department, implement cross-departmental projects, and directly report to the President.• Automate Sales Reports using Python: Reduced report preparation from 3 days to 10 seconds using Python. Provided multi-dimensional sales data to help managers to formulate proactive sales strategies.

      • Interim R&D Manager

        Jan 2021 - Feb 2022
      • Project Manager, President's Office

        Aug 2020 - Jan 2022
    • Houzz

      Feb 2022 - now
      • Data Scientist

        Oct 2023 - now
      • Business Intelligence Analyst

        Feb 2022 - Oct 2023
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Jerry Chen
      2019 Adobe Analytics Challenge Adobe 2019年10月 • Adobe Analytics Challenge is a business case competition using Adobe Analytics to analyze real-world data from Major League Baseball (MLB). • Analyzed the MLB website data and tried to improve users' engagement on the MLB website. We analyzed more than 236 features, including clicks, channel conversions, keywords, unique visits, bounce rate, page load time, and content before transaction pages, and provided improvement recommendations to MLB.• Got into the semi-final round as the… 展開 • Adobe Analytics Challenge is a business case competition using Adobe Analytics to analyze real-world data from Major League Baseball (MLB). • Analyzed the MLB website data and tried to improve users' engagement on the MLB website. We analyzed more than 236 features, including clicks, channel conversions, keywords, unique visits, bounce rate, page load time, and content before transaction pages, and provided improvement recommendations to MLB.• Got into the semi-final round as the TOP-16 teams from 230+ teams in the US. 收回
    • Awarded to Jerry Chen
      Clean Energy Institute Travel Grant for Electrochemical Society 234th meeting Clean Energy Institute at University of Washington 2018年10月 • Presentation: Modeling the Voltage Response of Lithium Symmetric Cells• Presentation: The Relevance (irrelevance) and Elegance(inelegance) of Electroneutrality – the Interplay between Physics and Computational Efficiency• 2018 Outstanding Student Chapter Award recipient (President of the Chapter- ECS@UW)
    • Awarded to Jerry Chen
      Electrochemical Society Hack Week Travel Grant Awardee (Seattle) Electrochemical Society 2018年5月 Used Markov chain, random forest, and LSTM (time series) to predict a grid load data in PJM control area. The model achieved 80% accuracy.
    • Awarded to Jerry Chen
      Alaska Airlines Environmental Innovation Challenge Prototype fund Buerk Center at University of Washington 2018年3月 • Awarded $3,072 prototype fund (usually between $500 and $3,000)• Developed a portable solar/lithium-ion battery module for off-grid systems for delivering on-demand electricity in remote areas and emergency disaster-relief applications. The module can power up a fridge continuously for a day.
    • Awarded to Jerry Chen
      Electrochemical Society Hack Day Travel Grant Awardee (Washington DC) Electrochemical Society 2017年10月 Using Neural-network to estimate the Li-ion battery degradation from New York Taxi drive cycle.
    • Awarded to Jerry Chen
      Clean Energy Institute Fellowship Clean Energy Institute at University of Washington 2016年 • 3 quarters stipend and tuition support• Sustainability Ambassador: Mathematical Models for Battery Efficiency (https://vimeo.com/221372725)• https://www.cei.washington.edu/persons/sung-yuan-jerry-chen/
    • Awarded to Jerry Chen
      Jagjeet and Janice Bindra Endowed Fellowship University of Washington 2015年9月
    • Awarded to Jerry Chen
      HOPAX Scholarship for excellent academic performance HOPAX Chemical Industrial Co., Taiwan 2010年
    • Awarded to Jerry Chen
      Presidential Award (Academic) National Taiwan University 2009年 • Top 5% students in academic achievement.
    • Awarded to Jerry Chen
      Silver Medal & Most Creative Design for AiQ Smart Clothing Design Contest Tex-Ray Industrial Company and Ministry of Economic Affairs 2009年
    • Awarded to Jerry Chen
      Presidential Award of Service National Taiwan University 2008年 • Top 5% students in service achievement.• Project leader for Oral History documentary film of Gallery of NTU History
  • Volunteer Experience

    • Engineering Discovery Days Volunteer

      Issued by University of Washington College of Engineering on Apr 2018
      University of Washington College of EngineeringAssociated with Jerry Chen
    • Science Fair Mentor

      Issued by Bryant Elementary School, Seattle, WA on Jan 2017
      Bryant Elementary School, Seattle, WAAssociated with Jerry Chen