Anton Liu

Welcome to my portfolio!

I’m a 4th year Engineering Science (Machine Intelligence) student at the University of Toronto, with a passion for implementing ML models and finding trends in data.

I’ve also dabbled with web development, 3D printing and modelling, and creating games. My fascination for innovative technology drives me to learn and inspires my projects. Keep scrolling to see what I’ve been up to ↓

I'd love to chat about:

You can find out more and contact me here:

Experiences

Created by London-based data visualisation studio Kiln and the UCL Energy Institute

Machine Learning Intern

May 2020 - August 2020

Orkestra SCS

Performed data cleaning and validation on millions of live datasets from clients
Wrote automated web scraping scripts and sent API requests to acquire information from logistics corporations with >99.9% success rate
Blended vessel trajectory and ocean conditions data to predict shipment delay with 91% accuracy

Data Analyst

May 2019 - August 2019

Union Lithplus Energy Corp.

Improved assembly line efficiency by 15% and adjustmented synchronization based on worker feedback
Developed analytical models and used statistical techniques (predictive value, time series analysis, A/B testing, etc.) to ensure high quality analysis
Set up automated data queries and pipelines to speed up future analysis

Engineering Intern

July 2018 - August 2018

Schweitzer Engineering Laboratories

Programmed Real Time Automation Controllers (RTACs) to identify faults in feedback data from protection relays every 2 milliseconds
Developed and demoed Human Machine Interfaces in AcSELerator Diagram Builder based on client requirements, improving task completion time by 19%

Competitions

Braking System Lead

July 2019 - Present

University of Toronto Hyperloop Team

Led team of engineers to develop braking system methodically and efficiently
Formulated robust design through Collaboration with industry professionals, research on past solutions, published articles, and spec sheets.

Chief Engineer

September 2016 - June 2018

VEX Robotics 10801 Executive Team

Managed 5 teams design progress, inventory, and club sponsorships
Hosted engineering workshops to teach robotics principles to club members
Designed robots in team of 9 and ranked top 10% in Provincial Championship

Engine System Member

September 2018 - April 2019

University of Toronto Formula Racing

Necessary parts of the car was designed using ANSYS and Solidworks and fabricated using lathes and milling machines.
Additive manufacturing techniques were also used to make lightweight aerodynamic components

Projects

Software