Tristan Frizza

Singapore Contact Info
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Sierra Research

About

Building the financial infrastructure the world deserves.

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Experience & Education

  • Sierra Research

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Licenses & Certifications

Volunteer Experience

  • StartCon.com Graphic

    Volunteer

    StartCon.com

    - Present 5 years 8 months

    Science and Technology

    Volunteer at Australia's Largest Conference for Entrepreneurs, Startups, Marketers and Growth & Innovation Teams.

  • Microsoft Graphic

    National Semi-finalist - Microsoft Protégé 2018

    Microsoft

    - Present 6 years 4 months

    Science and Technology

    Devised a strategy to transform education and skills-training in regional Australia through Azure Cloud and AI.

  • University of Sydney Graphic

    Engineering & IT Student Mentor

    University of Sydney

    - 4 months

    Education

    Organised correspondence with, and provided advice to 12 students entering their first year of university to better facilitate their transition.

  • Sydney University Engineering Undergraduates Association (SUEUA) Graphic

    Student Representative

    Sydney University Engineering Undergraduates Association (SUEUA)

    - Present 7 years

    Education

    Hosted campus tours of the engineering faculty for USyd Open day 2017, providing general and course-specific advice to potential incoming year 12 students.

  • UNSW Data Science Society Graphic

    Judge/Mentor

    UNSW Data Science Society

    - 1 month

    Science and Technology

    UNSW Datasoc x Atlassian Datathon 2020

Publications

  • Semantically accurate super-resolution generative adversarial networks

    Computer Vision and Image Understanding

    • A method for super-resolving aerial imagery that uses semantic label information.
    • Jointly learning to super-resolve and label improves performance at both tasks.
    • Adversarial training enforces perceptual realism.
    • A feature loss forces semantic accuracy.
    • Demonstration on aerial imagery from a remote sensing application.

    Other authors
    See publication

Projects

Honors & Awards

  • John Pether Memorial Prize for Most Outstanding Undergraduate Thesis

    University of Sydney, School of AMME

    Awarded for the best thesis paper in the school of AMME (Aeronautical, Mechanical and Mechatronic Engineering).

  • USMEA First Prize in Professional Communication - Mechatronic Thesis Seminar 2019

    University of Sydney Mechanical Engineering Society

    Awarded for the best honours thesis presentation in the Mechatronic Engineering degree stream.

  • EY Data Science Competition 2018

    Ernst & Young

  • National Semi-finalist - Microsoft Protégé 2018

    Microsoft

    Devised a strategy to transform education and skills-training in regional Australia through Azure Cloud and AI

  • Google Code Jam 2018

    Google

  • First Place - Accenture Technology Hackathon

    Accenture Technology Sydney

    Tasked with providing a fast, efficient and cost-saving solution for the data analysis of a large television network client. Designed and delivered on our promise within the week, and our presentation was chosen to be the overall winner from the competition. Involved work in Python, Splunk, ElasticStack and SQL.

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