Yang Bu Email & Phone Number

Since my initial encounter with advanced models, I have been fascinated by their power, which drove me to explore their principles through my undergraduate studies in network engineering. This led me to discover computer vision, especially after witnessing its applications in daily life at the 2021 GDG DevFest. Vision models go beyond tools, aiding humans in tasks like identifying targets in CT images.To prepare for graduate studies, I strengthened my foundations in math and computer science as an undergraduate, focusing on courses like Algorithms, Data Structures, and Network Security. My network engineering major allowed me to hone practical skills, with high marks in projects like Student Information Management Database Design and Linux Network Server Security Configuration, reinforcing my knowledge of operating systems and algorithms. Additionally, I pursued online courses like Coursera’s Deep Learning Specialization to deepen my understanding of neural networks.Beyond coursework, I applied my knowledge to real-world problems. In 2020, I joined Prof. Xia Zhu's project to develop a truck blind area detection system using machine vision, selecting YOLOv3 and ResNet-based networks for multi-scale detection of objects in blind spots. After studying machine learning frameworks and literature, I focused on coding, data analysis, and deploying the system on a Raspberry Pi 4B. Real-time processing challenges required hardware upgrades and algorithm optimization, which we addressed by integrating Intel NCS and Tiny-YOLO for increased speed. This project, achieving a 90% detection rate, introduced me to Python's deep learning frameworks and spurred my interest in the synergy between computer vision and deep learning.Seeking further experience, I interned as a data researcher at Nanjing Southeast Forensic Science Service, where I helped analyze suspect data alongside police, aiding in an investigation of counterfeit goods. Later, at Jinling Institute of Technology Technical Service Center Ltd, I worked on a bus positioning system, writing scripts to clean redundant data and solving coding issues through collaboration with senior colleagues. These tasks enriched my applied computer science skills.

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  It 工程师

  Wind资讯

  Apr 2024 - Present - 南京地区

  I hold the position of network administrator in the company, responsible for the local deployment and maintenance of the company's data cloud servers.