David Wang

David Wang

Educational Substitute Military Service

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location of David WangTaichung City, Taichung City, Taiwan

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  • Timeline

  • About me

    Corning IT Data Technical Leader

  • Education

    • Taiwan AI Academy

      2018 - 2018
      Graduated at the top of the class

      Graduated at the top of the class with project "AI Babbling (AI image captioner)".

    • National Taiwan University

      2015 - 2017
      Master Engineering Physics/Applied Physics GPA 4.18

      ■ Publications : S. W. Wang, C. R. Hsing, and C. M. Wei, Expedite random structure searching using objects from Wyckoff positions, J. Chem. Phys 148, 054101 (2018).■ Awards:2017 Postgraduates Student Thesis Award of the Physical Society of Republic of China■ Experiences:Assist professor C. M. Wei, the principal investigator of Ab-Initio simulation lab in Institute of Atomic and Molecular Sciences, in developing a Fortran-based material-searching software, Random… Show more ■ Publications : S. W. Wang, C. R. Hsing, and C. M. Wei, Expedite random structure searching using objects from Wyckoff positions, J. Chem. Phys 148, 054101 (2018).■ Awards:2017 Postgraduates Student Thesis Award of the Physical Society of Republic of China■ Experiences:Assist professor C. M. Wei, the principal investigator of Ab-Initio simulation lab in Institute of Atomic and Molecular Sciences, in developing a Fortran-based material-searching software, Random Structure Searching with Object (RSSWO). For more details please refer to paper J. Chem. Phys 148, 054101 (2018). Show less

    • National Chiao Tung University

      2011 - 2015
      Bachelor The department of electrophysics Final Achievement Score: 91.88/100

      ■ 2015 Graduated in the first rank in class■ 2014 Won the Chao-Ting Chang summer research scholarship of Institue of Atomic and Molecule Science with research project, The Adsorption of Water Molecules on Graphene by using Ab Initio Random Structure Searching.

  • Experience

    • Miaoli County Yuanli Senior High School

      Sept 2017 - Aug 2018
      Educational Substitute Military Service
    • AUO

      Dec 2018 - Aug 2022

      Responsible for the development and maintenance of the company's BI system, enabling users from different departments to swiftly grasp operational indicators and effectively analyze the sources of problems.1. Development of BI Reports:✔Create dynamic reports for multidimensional analysis using Tableau.✔Integrate reports scattered across various systems, enhancing managerial efficiency.✔Establish a new data flow structure, address inefficient ETL, and reduce on-premises server load through Azure.2. KPI data governance✔Utilize IBM's data governance process along with Databricks' recommended bronze-silver-gold data structure for KPI data governance and cloud migration, making data available for various departmental users.✔Eliminated discrepancies in data field definitions among units, fostering closer cross-departmental collaboration. Show less Responsible for AI algorithm development and process design for the company's internal Virtual Metrology and R2R control platforms, with a focus on promoting explainable AI technology and implementation strategies.1. Development of Virtual Metrology Platform:✔Develop a platform based on AutoML technology, predict equipment measurement indicators, detect anomalies in advance, and enhance quality.✔Achievements: Test in over 14,000 projects, with 3,300+ deployments, result in an average reduction of 5 days in setup time, 48-hour early anomaly detection, and a 50% decrease in sampling.2. Development of R2R Control Platform:✔Leverage the Virtual Metrology platform to autonomously reduce machine variances.✔Used explainable AI technology to bolster user trust.3. Etching Process Simulation and Optimization:✔Create an AI model to predict the etching process and quantify each feature's contribution using explainable AI technology.✔Utilize Bokeh to establish an etching simulation interface for parameter comparison and expedite efficiency.✔Results: Reduce over half of the setup costs. Show less

      • Section Head of Digital Ecological Development Dept.

        Sept 2021 - Aug 2022
      • Data Scientist

        Dec 2018 - Sept 2021
    • Corning Incorporated (Asia region)

      Aug 2022 - now
      Corning IT Data Technical Leader

      My responsibilities varied with different projects:A. Databricks Platform Admin:✔Design and establish permissions on Databricks tailored to various projects.✔Restructure existing permission frameworks to align with company cybersecurity standards.✔Assist projects in deploying code and data to production environments.✔Create operational Standard Operating Procedures (SOPs) and deliver them to the operations team.B. DevOps Engineer:✔Provide Databricks development guidelines to developers and establish templates for reference.✔Create project-specific git flows and define CI/CD processes.✔Develop templates for automated testing.✔Establish deployment and rollback procedures.C. Data Engineer:✔Develop data pipelines on the Databricks platform using PySpark Show less

  • Licenses & Certifications

    • Databricks Certified Machine Learning Associate

      Databricks
      Jun 2025
      View certificate certificate
    • Architecting on AWS Course Completion Badge

      Lumify Work (formerly DDLS)
      Jan 2024
      View certificate certificate
    • Databricks Certified Data Engineer Associate

      Databricks
      Dec 2022
      View certificate certificate
    • Academy Accreditation - Databricks Lakehouse Fundamentals

      Databricks
      Oct 2022
      View certificate certificate
  • Honors & Awards

    • Awarded to David Wang
      中華民國物理學會研究生優良論文獎佳作 中華民國物理學會 2017
    • Awarded to David Wang
      原分所張昭鼎暑期研究獎學金 原子與分子科學所 2014