Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

Matthew Garrett

Brisbane,QLD

Summary

I am currently a Machine Learning Engineer at Black Moth enhancing our smart vision systems with the power of A.I. on the edge. During my time at Blackmoth I have had the opportunity to work on model deployment on edge and cloud solutions and constructing an ML Pipeline to ensure quality data into iterative ML improvements.

Overview

6
6
years of professional experience
1
1
Certification

Work History

Machine Learning Engineer

Black Moth
02.2021 - Current

During my 3 years at Blackmoth I have had the opportunity to work with a talented multi-disciplinary team with object classification models. The product I worked on was an in-house built robust camera server system used for heavy vehicle safety. During my time at Black moth I;

  • Prototyped machine learning applications and quickly determined application viability.
  • Developed custom machine learning algorithms for specific industry needs, resulting in improved performance and efficiency.
  • Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.
  • Composed production-grade code to convert machine learning models into services and pipelines to be consumed at web-scale. Including; deploying models for Nvidia Jetson Cameras for detection on the edge with TensorRT.
  • Studied new technologies to support machine learning applications.
  • Updated old code bases to modern development standards, improving functionality.
  • Developed metrics for continuous monitoring of units in the field.

Software Engineer

Cyborg Dynamics
10.2017 - 06.2018
  • Partnered with development team on product development and application support plans.
  • Mobile app design and Mobile development in Android studio

Contact Info:

Stephen Bornstein; CEO of Cyborg Dynamics: Cyborg Dynamics
Phone: 0418 569 824 Email: s.bornstein@cyborgdynamics.com

Education

Bachelor of Information Technology - Computer Science

Queensland University of Technology
Brisbane, QLD
01.2021

Bachelor of Mathematics - Applied And Computational Mathematics

Queensland University of Technology
Brisbane, QLD
01.2021

Skills

  • Machine Learning
  • Model Development
  • Agile Development Framework; Certified Scrum Master
  • Python ( Pydantic and FastAPI, PyTorch and Numpy, Triton Server )
  • C ( TensorRT Inferencing )
  • C ( CUDA C Programming )
  • Rust ( Developing API )
  • Critical thinking
  • Mathematical modelling
  • Numerical and Computational Mathematics
  • Linux Development
  • Software Architecture
  • Critical thinking with mathematical modelling, using Numerical and Computational Methods
  • Linux Development
  • Software Architecture

Certification

  • [ Coursera ] Mathematics for Machine Learning Specialization - 2024 Jan - March
  • Certified ScrumMaster: 03/04/2022 https://bcert.me/spzpgeuud

Timeline

Machine Learning Engineer

Black Moth
02.2021 - Current

Software Engineer

Cyborg Dynamics
10.2017 - 06.2018

Bachelor of Information Technology - Computer Science

Queensland University of Technology

Bachelor of Mathematics - Applied And Computational Mathematics

Queensland University of Technology
  • [ Coursera ] Mathematics for Machine Learning Specialization - 2024 Jan - March
  • Certified ScrumMaster: 03/04/2022 https://bcert.me/spzpgeuud
Matthew Garrett