About me

Davide 刘大为


  • 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

  • 2019-2019 Studiomapp, Italy, Ravenna (link)

    • 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.
  • 2020-2020 Genify, China, Beijing (link)

    • Using Amazon Personalize AutoML tool to build and test a banking products recommendation system.
    • Using Transformer to implement a novel banking product recommendation system performing better than Amazon Personalize.
    • Development of the platform EZ-loan.
    • First place at BSF Hackathon by Banque Saudi Fransi.
    • First place at MINT Hackathon by EGbank.

  • 2020-2021 Tsinghua University, China, Beijing (link)

    • Teaching assistant of Italian language course during the fall semester of 2020 and spring semester of 2021 (80+ students each semester).
  • 2021- SenseTime, China, Beijing (link)

Professional talks

  • 2021

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

Sport experiences

  • 2010 – 2019 Fidal, Italy

    Athlete of Fidal (Federazione Italiana di Atletica Leggera) competing in the following distances with the team of Assindustria Sport Padova under the coach Ruggero Pertile:

    • 800m – PB: 2:05.18 in 2015.
    • 1000m – PB: 2:42.2 in 2015.
    • 1500m – PB: 4:22.87 in 2015.
    • 3000m – PB: 9:49.73 in 2013.
    • 5000m – PB 17:33.40 in 2013.
    • Halfmarathon – PB 1h23:25 in 2019.
    • 3000m steeplechase – PB 11:02.80 in 2016.
  • 2016

    Padova halfmarathon (PB and age record of 1h23:38 at 18 years old).

  • 2019

    Verona halfmarathon (PB of 1h23:25), Rome halfmarathon, Padova halfmarathon, Jesolo halfmarathon.

  • 2020

    Chongli Spartan-Beast (4h16:55, first place of category), Beijing Shunyi halfmarathon, Beijing Spartan-Super (1h15:56, first place of category), Xiamen Elite Spartan-Super (PB of 1h06:37).

  • 2021

    Ningbo Elite Spartan-Super (1h16:23), Beijing Changping halfmarathon, Shanghai Elite Spartan-Super (1h00:23), Beijing Spartan-Super (1h12:26, first place of category)

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