Hey, I'm Anton Glad you're here!
Welcome to my portfolio!
    I just graduated from MSc Computer Science (Image Processing & Computer Vision) from Western University, and I did my undergrad in Engineering Science (Machine Intelligence) at the University of Toronto. My current focus is on deep learning models, particularly CNNs for image and video processing.

     I also love to chat about 3D printing, sim racing, Formula 1, woodworking, longboarding, and skiing! Keep scrolling to see what I’ve been up to ↓
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 Data Developer

May 2020 - April 2021

Orkestra SCS

  • Predicted shipment delays with 91% accuracy with custom PyTorch RNN model, using worldwide ocean vessel trajectory and ocean conditions data
  • Created robust automated ETL processes (Python, PostgreSQL, Microsoft Azure)

Data Engineer

May 2019 - August 2019

Schweitzer Engineering Laboratories

  • Conducted A/B tests and time series analysis for machine maintenance protocols to decrease operational costs
  • Leveraged IoT device data to detect real-time faults in electrical grid, and wrote pytest unit tests with 98% coverage

Data Analyst

May 2018 - August 2018

Union Lithplus Energy Corp.

  • Improved assembly line efficiency by 2.8% and adjustmented synchronization based on worker feedback
  • Set up automated data queries and pipelines to speed up future analysis
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.

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

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
Projects
Software
Shippie
MongoDB, JS (TensorFlow.js, Node.js, Express.js)
Group order on web app and save on shipping costs!
Pedestrain Assist IOS APP
Azure Custom Vision, CoreML, Swift
Helps pedestrians when crossing intersections
Project Capsule
HTML, CSS, JS, Python, Firebase, Flask
a virtual closet to keep track of the clothes you wear
Earth Defender Game
Java
Control a sheild to defend Earth from Asteriods!
Chess AI
Python
A computer opponent that plays chess with you!
Makerspace Access Kontrol System (MAKE)
Excel, Java
Helps a tool library to organize their members
Hardware
Automated EV Chargebot
Python (openCV), Raspberry Pi, Laser cutter, 3d Printer
Autonomous robot for plugging in EV charger
Pet Feeder
Python, Raspberry Pi, Hand tools, 3d Printer
Automatic feeder for your small companions
Rover
Arduino, Hand tools
Remoted Controlled rover using Bluetooth
Launcher
Fusion 360, Hand tools
Launching a projectile accurately
Pneumtaic Piston
Metal working Machines
Air powered piston
Giant Newton's Cradle
Soldering, AutoCAD, hand tools
Perfecting a toy by scaling up
Laptop Stand
Hand tools
Prototype for vibration dampening while using a laptop
DC motor car
SolidWorks, Additive Manufacturing
Using electromagnetic principles to build a car
Woodworking
wood working tools, AutoCAD
Building Useful objects with wood
Ring
Fusion 360, Additive Manufacturing
For anniversary with my girlfriend