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Dai-Jie (Jay) Wu

Dai-jie (jay) wu

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location of Dai-Jie (Jay) WuTainan Metropolitan Area
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  • Timeline

  • About me

    Research Assistant @ Academia Sinica

  • Education

    • National cheng kung university

      2016 - 2021
      B.s. in mechanical engineering, b.b.a. in statistics (dual degree)

      Activities and Societies: Elected President of Student Association of Mechanical Engineering • Concentration in Machine Learning, Deep Learning, Control Engineering, Final Element Analysis • Relevant Courses: Big Data Analysis, Data Science, Machine Learning with Graph, Time Series Analysis, Multivariate Analysis, Regression Analysis, Categorical Data Analysis, Control Theory, Digital Control • 2019 Student Delegate of High-tech Corporate Visit Group of ME department in Liaoning Province, China(incl. BMW and MAZAK)

    • Colorado state university global

      -
      Non degree seeking program computer science

      • Data Structures and Algorithms• Database Management• Web Design and Development

    • Beihang university

      2018 - 2018
      Summer exchange machine learning and product design

      Activities and Societies: Product Design Competition: First Place • Engineered a comprehensive Consumer Electronics product design proposal with talents from all over the world.

  • Experience

    • National cheng kung university

      Dec 2018 - Jun 2021

      • Advised by Prof. Jing-Huey Shao to apply statistical and ML research(e.g., clustering, regression, and sentiment analysis) on law-related tasks. • Advised by Prof. Pei-Fang Su, collaborating with NCKU Hospital to conduct research and experiment projects on Lung Adenocarcinoma analysis.• Developed Deep Learning and multimodal method for Survival Analysis.• Constructed an interacted dashboard to provide insight from the DL model(Explainable AI). • Advised by Prof. Tz-Cheng Chiu in Applied Solid Mechanics and Electronic Packaging Lab.• Evaluated technical problems and built two robust models to boost manufacturing efficiency of Laser Center in Industrial Technology Research Institute.

      • Research Assistant (Department of Law)

        Mar 2021 - Jun 2021

      • Research Assistant (Department of Statistics)

        Dec 2020 - Mar 2021

      • Research Assistant (Department of Mechanical Engineering)

        Dec 2018 - Dec 2020

    • Industrial technology research institute (itri)(工業技術研究院, 工研院)

      Mar 2021 - Aug 2021
      Ml engineer intern

      • Supervised by Dr. Shun-Jie Lin and Dr. Chi-Chun Xia in Artificial Intelligence Application Department.• Time Series Regression, Anomaly Detection, Soft Sensor• Time Series Modeling using CNN, LSTM, GNN, GAN, Transformer

    • Cinnamon ai

      Aug 2021 - Sept 2021
      Trainee

      • Designed a minimum viable product CrypTeacher, an explainable AI crypto price predicting bot.• Coordinated the group as team lead to win first place for our product on demo day.

    • Wisers information limited

      Aug 2021 - Jun 2022
      Research associate (ai lab, computer vision team)

      • Deep Metric Learning, Few Shot Learning, Face Recognition, Face Attribute Analysis, Image Retrieval, Image Captioning

    • Ridey

      Oct 2022 - now
      Backend developer

      • Side project for carpooling service with Node.js, Express.js, GCP

    • Academia sinica, taiwan

      Oct 2022 - now
      Research assistant

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Dai-Jie (Jay) Wu
      Final Round in Intelligent Manufacturing Big Data Competition 2019 Tunghai University Oct 2019 Coordinated a 4-person team to construct a Deep Learning model to advance the yield rate of high-tech companies.
    • Awarded to Dai-Jie (Jay) Wu
      Youth Camp on the Asia-Pacific Affair and Model APEC(SOM) Ministry of Foreign Affairs Jun 2019 Participated in training held by the Ministry of Foreign Affairs as a delegate candidate to expand knowledge of diplomatic relations, policy, and trade.
    • Awarded to Dai-Jie (Jay) Wu
      Second Place in Investment Competition National Finance Apex Conference Jan 2019 Provided domain knowledge to assist the team to analyze corporate stability from the technical aspect.

  • Volunteer Experience

    • 2nd Director

      Issued by Pass-By-Value Malaysia Computer and Technology Education Volunteering Service on Mar 2017
      Pass-By-Value Malaysia Computer and Technology Education Volunteering ServiceAssociated with Dai-Jie (Jay) Wu