Experience

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  國立成功大學

  Sept 2018 - Dec 2019

  Research assistant

  • Assisted in research on machine learning for variables selection. Gene-by-Gene Interaction Detection by Support Vector Machine with Polynomial-2 Kernel.• Assisted in research on statistics for circular data via parametric and nonparametric statistical methods. M-Estimation for Center and Dispersion of Antipodal Directional Distribution.

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  Glaibo digital co., ltd. 格萊鉑數位有限公司

  Dec 2020 - Jun 2021

  Data analyst

  • Improve the product’s profitability by implementing the Power method as a utility function to adjust offered price under the optimization scenario.• Coordinate backend engineers to deploy the proposed algorithm accompanied by the performance monitor system to operate and maintain the algorithm.• Knowledge sharing about the proposed and deployed algorithm in the current product for whole employees and senior managers.• Work closed with PMs to reach the decisions to renew clients’ services, measure products’ profitability, prioritize potential direction of products’ features by operational data analysis. Show less

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  Purdue university

  Aug 2021 - May 2023

  • Statistical Consulting Service (SCS) for the Purdue University community, Department of Statistics• Assist Purdue faculties, graduate and undergraduate students with statistical softwares, design of experiment, statistical data analysis, interpretation and presentation of results, pertaining to their research • Work as a teaching assistant at Big Data Training for Cancer Research 2022 Summer Workshop• Utilize R-square under GLM framework as distance metric with supervised and unsupervised learning methods to address classification and clustering problems• Conduct and analyze the simulation of survival analysis by parallel computing under the cluster environment• Assist in extending POCRE R package to GLM framework

  • Statistical Consultant

    Aug 2022 - May 2023

  • Research Assistant

    Aug 2021 - Aug 2022