Tristan Frizza Email & Phone Number

Singapore

Building the world's fastest decentralized trading platform with over 100k users and 15Bn in notional volume traded.

Responsible for leading a multi-faceted software development team focusing on consumer technology applications.

Sydney, NSW, AU

Sydney, NSW, AU

Built foundational infrastructure and predictive models for Atlassian's in-house machine learning platform, serving recommendations to 10s of millions of users.

Barangaroo, NSW, AU

• Conducting research on Generative Adversarial Networks (GANs) for aerial image super-resolution.
• Engineering undergraduate thesis industry placement scholarship (ESIPS).
• Highest thesis mark of 93/100. Recipient of John Pether Memorial Prize and USMEA First Prize.* Academic paper published in CVIU (top computer vision journal)

Sydney, NSW, AU

• Researching and developing state-of-the art language understanding models for smarter tracking of workplace skills and development.
• Backed by H2 Ventures and UNSW 10x accelerator program.
• Winners - EduGrowth future of work category.

Stanford, California, US

• First Prize - ASES Startup Pitch Competition.
• One of 35 delegates chosen internationally for the Stanford Asia-Pacific Student Entrepreneurship Summit.

San Francisco, California, US

• Building data pipelines and forecasting engines to automate the process of receiving customer data to analytics and visualisation end-to-end. Greatly improved scalability and allowed for customer insights on-demand.
• Data manipulation, cleaning and machine learning modelling using Python and Jupyter, making data visualisation dashboards in R Shiny as well as SQL database management on AWS cloud.

Sydney, NSW, AU

• Working with the Product Analytics team to apply behavioural analytics and modelling to improve customer-product interactions.
• Experimentation with state-of-the-art machine learning techniques like Random Forests and Extreme Gradient Boosting (XGB) implemented using Python and SQL.
• User cohort segmentation and clustering using analytics tools like Tableau, Redash and Amplitude.
• Natural Language Processing (NLP) for job title parsing and categorisation using Word2Vec.

• Design, planning and development of software for an autonomous vehicle using Robot operating system (ROS), coded primarily in C and Python.
• Worked with researchers towards a goal of providing new, intelligent transport options to a potential user platform of 50,000+ students at Sydney University.

Bachelor’S Degree - Honours Class I, Mechatronic Engineering And Advanced Science (Physics/Computer Science)

Asia-Pacific Student Entrepreneurship Summit (Ases) Delegate 2019, Entrepreneurship/Entrepreneurial Studies

High School, English, Math Extension, Physics, Chemistry, German, Visual Arts