Hello,World! This is Haolin Wang! 🌟

Education

Sept.2020 – Jun. 2024
College of Aritficial Intelligence, SiChuan University,SiChuan,China
GPA:3.87/4.0
contact: wanghaolin@stu.su.edu.cn or wanghao.lin@outlook.com

Project Experience

Robot Vision Experience Python,ROS2,Nav2,YOLO,OpenCV July 2022 - Present

• Designed a robot vision system that can recognize and manipulate objects using Python and OpenCV
• Implemented a convolutional neural network for object detection and classification Integrated the vision system with a robotic arm for object dectection and manipulation

Deep Learning frame design Experience Numpy,Sklearn Sept. 2022 -Dec. 2022 Designed a deep learning framework that can be used to train and test deep learning models from scratch

• Designed a DL framework using numpy to implement the backpropagation of convolution layer and linear layer as a course project
• Implemented the basic operations of tensors using numpy, such as addition, multiplication, transpose and reshape
• Implemented the convolution layer and linear layer using numpy, and defined their forward and backward methods
• Implemented the backpropagation algorithm using numpy, and calculated the gradients of the parameters and inputs

Research Experience

Medical Image Analysis Research Experience September 2022 - Present

• Conducted research on deep learning applications in medical image analysis under the supervision of Professor LiTuan Wang
• Participated in several research projects, such as brain tumor segmentation, lung nodule detection and breast cancer classification

Molecular Analysis Experience June 2021 - August 2022

• Collaborated with West China Hospital on a project using deep learning to predict the activity of molecule for drug discovery
• Used nerual network to encode the molecular structure and output a score for the activity Trained and tested the model on a large dataset of molecules and their activities Achieved a high accuracy and precision in predicting the activity of molecule

Awards

• 2022 China Robotics and Artificial Intelligence Innovation Competition National Award
• 2022 First prize in Mathematics Competition of Sichuan University
• 2022 Undergraduate innovation and entrepreneurship training program provincial award
• 2022 Excellent Student of Sichuan University
• 2021 First prize in Mathematics Competition of Sichuan University
• 2021 Comprehensive secondary school scholarships

Catch me:

Github | Bilibili | Personal Blog

Opinion:

We choose this project is not simply because we can do it
butit really matters to the community andto the people who will use and benefit from the results