Summary
Overview
Work History
Education
Skills
Timeline
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Jinghuai Xu

Jinghuai Xu

Clayton,VIC

Summary

Motivated and collaborative AI enthusiast with hands-on experience in machine vision and robotics competitions. Skilled in Python and C programming, with practical knowledge of image processing, machine learning and microcontroller systems.

Overview

3
3
years of professional experience

Work History

projects experience

Ying Zhao
12.2024 - 06.2025
  • Designed and implemented a real-time beverage classification system using YOLOv11, capable of detecting and categorizing multiple beverage types from live video streams.
  • Collected, annotated, and preprocessed large-scale datasets to improve model training quality and detection accuracy.
  • Fine-tuned YOLOv11 hyperparameters and applied data augmentation techniques, achieving a mAP improvement of 10% over the baseline model.

competition experience

Zhenwu Guo
10.2022 - 05.2023
  • Responsible for the computer vision module in the assembly robotics competition.
  • Designed and optimized image processing algorithms using OpenMV and Python, improving detection speed and accuracy under varying lighting and environmental conditions.
  • Collaborated with hardware and software teams to integrate vision modules seamlessly with robot control systems, ensuring real-time responsiveness.
  • Integrated computer vision output with the robot’s control system by transmitting recognition signals via serial communication, ensuring real-time decision-making.


Education

Master of AI -

Monash University
Clayton, VIC
02-2027

Skills

  • C and Python programming
  • Microcontroller
  • Computer vision
  • Machine Learning
  • Problem-solving
  • Teamwork and collaboration

Timeline

projects experience

Ying Zhao
12.2024 - 06.2025

competition experience

Zhenwu Guo
10.2022 - 05.2023

Master of AI -

Monash University

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Jinghuai Xu