Isaac Chung

Isaac Chung

Tallinn, Harjumaa, Estonia
2K followers 500+ connections

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About

Engineering x AI Research. My focus is on making AI systems scalable and maintainable…

Contributions

Activity

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Experience

  • Clarifai Graphic

    Clarifai

    Tallinn, Harjumaa, Estonia

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    Tallinn, Harjumaa, Estonia

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    Tallinn, Harjumaa, Estonia

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    Toronto, Ontario, Canada

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    Toronto, Ontario, Canada

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    Toronto, Ontario, Canada

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    Toronto, Canada Area

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    Ajax, Ontario, Canada

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    Toronto, Canada Area

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    Toronto, Canada Area

Education

  • University of Toronto Graphic

    University of Toronto

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    2 years of research thesis work. 4 graduate level technical courses.
    Supervisor: Professor P. B. Nair

    Thesis:
    –Chung, I. (2020). Functional Tensor Train Decomposition Models for Regression and Classification. Master thesis, University of Toronto.
    Available: http://hdl.handle.net/1807/103699
    – Focused on Bayesian inference, variational inference, tensor decomposition, and algorithm development. This novel probabilistic machine learning model outperforms the state-of-the-art GP…

    2 years of research thesis work. 4 graduate level technical courses.
    Supervisor: Professor P. B. Nair

    Thesis:
    –Chung, I. (2020). Functional Tensor Train Decomposition Models for Regression and Classification. Master thesis, University of Toronto.
    Available: http://hdl.handle.net/1807/103699
    – Focused on Bayesian inference, variational inference, tensor decomposition, and algorithm development. This novel probabilistic machine learning model outperforms the state-of-the-art GP and ARD models in predicting forest fire areas in Portugal and forecasting the number of solar flares of a certain class in the next 24-hour period.

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    Activities and Societies: Triathlon, Human Powered Vehicle Design Team, Skule Orchestra

    – 2016-2017: Professional Experience Year (PEY). 12+ months gaining relevant industry experience.
    – Major in Aerospace Engineering with a focus on aerodynamics, structures, propulsion, and topics in between.
    – Thesis: Classification with Active Learning for probabilistic Feasible Region Estimation.
    Supervisor: Professor P. B. Nair

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Licenses & Certifications

Volunteer Experience

  • University of Toronto Human-Powered Vehicle Design Team Graphic

    Design Lead

    University of Toronto Human-Powered Vehicle Design Team

    - 2 years 11 months

    ● Collaborated with a team of undergraduate and graduate students in the design, testing and construction of the submarine aiming to break the world Human Powered Submarine speed record
    ● Designed for the Atmospherics subsystem

Publications

Courses

  • Computational Optimization

    AER1415

  • Computational Structural Mechanics and Design Optimization

    AER501

  • Machine Learning

    CSC2515

  • Markets and Competitive Strategy

    JRE410

  • Topology Optimization

    AER1410

Projects

  • Space Systems Design: Mars Penetrator

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    For the Space Systems Design Capstone course (AER407), our team was tasked to design a Martian Penetrator that would carry scientific payload and execute sub-surface soil characterization.

    Other creators

Honors & Awards

  • President's Entrance Scholarship

    University of Toronto

    Entrance scholarship in recognition and support of excellence demonstrated at a high school level. Scholarships are awarded based on a high school average of 92% or above at the time of admission.

  • The Duke of Edinburgh's Silver Award

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    Achieved the Silver level in Service, Skills, Physical Recreation, and Adventurous Journey

Languages

  • Cantonese

    Native or bilingual proficiency

  • English

    Native or bilingual proficiency

  • Mandarin

    Professional working proficiency

  • Dutch

    Elementary proficiency

  • Spanish

    Elementary proficiency

Organizations

  • Human Powered Vehicle Design Team

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