Leo Chen

Machine Learning Engineer

West Melbourne, Victoria, Australia1 yr 3 mos experience

Key Highlights

  • Proficient in Machine Learning and Robotics.
  • Experienced in developing embedded systems and web applications.
  • Strong foundation in software development and Agile practices.
Stackforce AI infers this person is a Machine Learning and Robotics Engineer with embedded systems expertise.

Contact

Skills

Core Skills

Machine LearningWeb DevelopmentEmbedded SystemsRoboticsSoftware Development

Other Skills

PythonPyTorchDockerDjangoRobot Operating System (ROS)UbuntuArduinoESP32Customer Relationship Management (CRM)Contact CentersCOpenWRTBashEmbedded LinuxEmbedded Software

About

”Aspire myself to be a contributor to this AI revolution.” Hi, my name is Leo Chen, I am a passionate Master of IT student at the University of Melbourne. I am deeply interested in the fields of Machine Learning and Robotics, and I am dedicated to utilizing my skills and knowledge to make a meaningful impact in these areas. I have gained valuable software development experience during my past full-time employment, where I focused on developing home router firmware applications. This experience enhanced my programming skills in C and Linux bash, as well as implementing Agile practices and git version control. Additionally, I have expertise in full-stack web development, enabling me to proficiently develop both the backend and frontend for robust and user-friendly websites. I possess strong programming skills in various programming languages, including C/C++, Python, Java, and Bash. During my academic journey, I have also gained experience and knowledge in machine learning, particularly in NLP and computer vision. I am committed to staying updated with the latest industry trends and continuously strive to apply cutting-edge technologies to my work. Additionally, I have been exploring CI/CD practices and MLops lately to enhance my skills. I am actively seeking opportunities to contribute my skills and enthusiasm to the field of Machine Learning and Robotics. If you are in search of a dedicated professional with a solid foundation in IT, please feel free to connect with me. Let's explore how we can collaborate and shape a better future together.

Experience

Skand

Machine Learning Engineer

Jun 2024Nov 2024 · 5 mos · Melbourne, Victoria, Australia · Hybrid

  • Developed an ML model training system for clients to train custom models on on-premises GPU machines
  • Built a Django-based web UI for real-time training tracking and ML model version control
  • Implemented an ML pipeline, including data retrieval from MongoDB, training object detection models with PyTorch, saving training artifacts in AWS S3, and deploying models through BentoML
  • Containerized the codebase with Docker, implemented CI/CD pipelines via GitHub Actions, and established unit testing with pytest to ensure code reliability
PythonPyTorchDockerDjangoMachine LearningWeb Development

Agriculture victoria

Machine Learning Intern

Nov 2023Mar 2024 · 4 mos · Melbourne, Victoria, Australia · Hybrid

  • Conducted comprehensive data preprocessing and visualization on a large-scale biological dataset
  • Developed a random forest model to predict diseases in cows, achieving an accuracy exceeding 90%
PythonMachine Learning

Melbourne bioinnovation student initiative (mbsi)

Embedded Software Engineer

Mar 2023Nov 2023 · 8 mos · Melbourne, Victoria, Australia · On-site

  • Developed a brain-signal-based wheelchair control system to assist individuals with disabilities
  • Engineered an MVP mini wheelchair using 3D printing and ESP32 microcontrollers to control motors
PythonRobot Operating System (ROS)UbuntuArduinoESP32Embedded Systems+1

Pac trading pty ltd

Customer Service Representative

Oct 2022Apr 2023 · 6 mos · Melbourne, Victoria, Australia · On-site

Customer Relationship Management (CRM)Contact Centers

Portwell, inc.

Software Intern

Jul 2021Aug 2021 · 1 mo · New Taipei City, New Taipei City, Taiwan · On-site

FlaskGenerative Adversarial Networks (GANs)Full-Stack Development

Arcadyan

Embedded Software Engineer

Feb 2021Jun 2022 · 1 yr 4 mos · Hsinchu City, Taiwan, Taiwan · On-site

  • Engineered home router applications with C and Linux Bash in a Linux-based system
  • Maintained a remote control package across 5+ projects and 3 different chipsets, focusing on multi-threaded programming and HTTPS communication
  • Enhanced user experience by managing a web GUI with Vue frontend framework and Bootstrap styling
  • Managed clients communication, firmware releases, and documentation as a System Integrator
  • Implemented Scrum methodologies for project management and effective version control with Git
COpenWRTBashEmbedded LinuxEmbedded SoftwareGit+2

Education

University of Melbourne

Jan 2022Jan 2024

National Taipei University

Bachelor's degree — Computer Science

Jun 2016Jun 2020

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