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Zida Jin

Special Class for Gifted Young

University of Science and Technology of China, Hefei, Anhui, China

Email: [email protected]

Curriculum Vitae

Research Interests

Computational Cognitive Neuroscience, Decision-making, Deep Learning

Education

  • Sep. 2015 - Jun. 2020
    • University of Science and Technology of China (USTC), Anhui, China
    • B.E. in Computer Science and Technology
    • School of Gifted Young

Publications / Manuscripts

Research Experiences

  • Mar. 2023 - Now

    • Research in Computational Cognitive Science
    • Advisor: Dr. Marcelo Mattar (New York University)
      • Analyzed atypical human decision-making behavior during a two-arm bandit task using tiny recurrent neural networks and dynamical systems methodologies.
      • Discovered novel cognitive decision-making strategies that conventional modeling techniques could not capture.
      • Developed diagnostic classifiers based on these interpretable cognitive strategies, achieving predictive performance on par with more complex but less interpretable neural network models.

  • Jan. 2020 - Dec. 2020

    • Research in Architecture Engineering
    • Advisor: Dr. Yong Yang (Hefei Institutes of Physical Science, Chinese Academy of Sciences)
      • Conceptualized the architectural framework for a cybernetic system responsible for controlling EAST, a notable Chinese tokamak.
      • Developed a prototype, ensuring a robust structure that facilitated reliable communication between decentralized cybernetic units with high performance.

  • Nov. 2019 - Jun. 2021

    • Research in Cognitive Neuroscience
    • Advisor: Dr. Xiaochu Zhang (University of Science and Technology of China)
      • Collected electrophysiological data from methamphetamine-addicted individuals undergoing neurofeedback interventions.
      • Efficiently enhanced the neurofeedback protocol for withdrawal of methamphetamine addiction.
      • Introduced a reinforcement learning model that can track the progress of neurofeedback training.

Professional Experiences

  • Jun. 2021 - Now

    • Co-founder and Main Designer of the Indie Game <Elysium Above>, Sweet Potato Studio (released on Steam)
      • Led the strategic framework design which underpins the core gameplay mechanics.
      • Led game testing efforts, substantially enhancing both player experience and overall game stability.
      • Offered pivotal support in constructing and debugging the program structure within Unity3D.

  • Jul. 2019 - Oct. 2019

    • Designer of the Indie Game <Kelipot>, Unlimited Fly Games (released on Steam)
      • Managed numerical planning and orchestrated comprehensive level designs.
      • Introduced an automatic probabilistic model, which optimized level values, bolstering game balance and overall play experience.
      • Contributed to gameplay and non-player character designs, including character appearances and capabilities, which received significant positive feedback from players.

Project Experiences

  • Jun. 2018 - Jun. 2019

    • Main Translator of the handbook <A Concise Handbook of TensorFlow>
      • Translated the book into English, receiving commendations from TensorFlow's official Twitter and endorsements from both the Google Developer Relations Team and TensorFlow Engineering Team.

  • Nov. 2017 - Now

    • Creator of the educational program <USTC Linux 101>
      • Pioneered a comprehensive Linux education program, USTC Linux 101, successfully acquainting numerous USTC students with foundational Linux operations and development.
      • Continuously lead the project team in updating and refining the program, ensuring its accessibility and standardization.

  • Jan. 2015 - Dec. 2016

    • Software Developer in International Genetically Engineered Machine Competition
      • Designed the website for the USTC-Software team during iGEM 2016, an international teamwork project combining life science and computer science.
      • Delivered consistent technical support throughout the project development.

Awards

  • 2019
    • Prominent Club Leader of Microsoft Research Asia
  • 2018 & 2019
    • Scholarship for outstanding students (USTC)
  • 2017
    • Initiative foundation scholarship (USTC)
  • 2016
    • Gold medal, international genetically engineered machine competition
    • National inspirational scholarship (USTC)
  • 2015
    • Scholarship for outstanding students (USTC)
  • 2014
    • Second prize, National Olympiad in Informatics in Province

Academic lectures

  • Mar. 2018

    • Getting to know about Linux (USTC)
      • Organized a university-wide lecture offering comprehensive guidance on using Linux, encompassing both graphical interface functionalities and BaSH interactions.

  • Sep. 2018

    • TensorFlow Day in Beijing & TensorFlow Day in Anhui (Google)
      • Led an engaging TensorFlow tutorial to foster public interest in the platform.
      • Introduced attendees to the foundational concepts of machine learning, imparting an intuitive understanding of related theoretical principles.

  • May. 2016

    • Introduction to Elliptic Curve Cryptography (USTC)
      • Delivered a foundational overview of the modern classic cryptographic algorithm, elliptic curve cryptography (ECC), highlighting both its mathematical framework and real-world applications.

Leadership

  • May. 2019 - Jun. 2020

    • President, Microsoft Student Club of USTC
      • Organized a range of club activities, including general tech lectures and inter-college exchanges.
      • Orchestrated collaborative events with top computer science clubs from other universities, enhancing cross-institutional knowledge exchange.

  • May. 2017 - Apr. 2018

    • Vice President, Linux User Group of USTC
      • Contributed to the technical maintenance and promotion, a renowned open-source mirror in China.
      • Launched a series of lectures <Linux 101> to bolster peers' proficiency in Linux operations.
      • Facilitated open discussions, both internal and with external members, centered on cutting-edge computer techniques.

  • May. 2016 - Apr. 2017

    • Chief Finance Officer, Linux User Group of USTC
      • Steered the financial management of the club, overseeing both operational funds and external donations aimed at server maintenance.

Computer Skills

  • Languages
    • Python, MATLAB, C/C++, PHP, LaTeX, Markdown, BaSH
  • Toolkits
    • PyTorch, MNE (as a contributor), EEGLAB, TensorFlow, Scikit-learn, Unity3D