About me

Davide 刘大为

Education:

  • 2019 – 2021 Master degree in Computer Science at Tsinghua University, Beijing, China.
  • 2016 – 2019 Bachelor degree in Computer Science at Padova University, Padova, Italy.

Languages: Italian, English, Chinese.

Interests: Deep Learning, Computer vision, Algorithms, Matematichs, Videogames, Japanese anime, Chinese language, Track and Field, Marathon, Martial arts.



Academic experiences

  • 2016-2019 Padova University, Italy, Padova

    Bachelor degree in Computer Science (link).

    • SpritzSecurity & Privacy Research group.
    • VIMPVisual Intelligence and Machine Perception group.
  • 2019-2021 Tsinghua University, China, Beijing

    Master degree in Computer Science (link).

    • TSAILTsinghua Statistical Artificial Intelligence & Learning.

Professional experiences

    • Developed an algorithm to enhance the metrics result obtained performing object detection on high resolution satellite images from the xView dataset.
    • Developed and tested an algorithm to detect and track specific objects on videos exploiting Faster-RCNN and Kalman filter.
    • Used Amazon Personalize AutoML tool to build and test a banking products recommendation system.
    • Used Transformer to implement a novel banking product recommendation system performing better than state-of-the-art existing models.
    • Early devlopment of the platform EZ-loan used to estimate credit score of unbanked customers.
    • First place at BSF Hackathon by Banque Saudi Fransi.
    • First place at MINT Hackathon by EGbank.
    • Teaching assistant of Italian language course during the fall semester of 2020 and spring semester of 2021 (80+ students each semester).

Professional talks

  • 2021

    SIGIR ’21Transformer-based Banking Products Recommender System (link) – Virtual Event, Canada

Sport experiences

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