Deep Dive: Processing Shenzhen Metro Data
How I handled 10 million+ records using Python and YOLO for object detection during my internship.
Read on BlogHi, I'm Yichi Zhang. A Computer Science undergraduate building bridges between complex data and human experiences.
Recent Work
10M+ Metro Records
Hobby
Photography
I'm currently pursuing my Bachelor's in Computer Science at City University of Hong Kong (Dongguan). My academic journey is defined by a strong foundation in Calculus, Linear Algebra, and Internet Application Development.
Beyond the code, I am passionate about community building. I founded the campus forum which now serves 20% of the student body, fostering free exchange and student rights.
When I'm not analyzing urban transport data or optimizing algorithms, I channel my creativity into photography and video editing, documenting the world through my lens.
Python (PyTorch, NumPy), YOLO, Kalman Filters, OpenCV
JavaScript, HTML/CSS, WordPress, Linux Admin
Photography, Photoshop, Lightroom, Premiere Pro
Chinese (Native), English (Proficient, DET 115)
Updates from yichi.ai. Writing about my internships, projects, and photography.
How I handled 10 million+ records using Python and YOLO for object detection during my internship.
Read on BlogReflections on setting up a Discourse server and getting 20% of the student body to sign up.
Visit ForumMy experience as a Branding Assistant and photographer for the Opening Ceremony.
See PhotosProcessed 10 million+ operation records for Shenzhen Metro. Utilized YOLO and Kalman filters for trajectory prediction and analysis.
Designed and deployed a forum for student exchange. Compliant with local regulations, reaching significant daily active users.
Organized 5+ large-scale events including the Freshman Table Tennis Competition. Produced 20+ promotional articles and photo sets.
Provided data support for Shenzhen Metro operations. Implemented deep learning models (YOLO, MOT) for video analysis and processed massive datasets.
Member of Student Union Preparatory Presidium. Forum Administrator. Focusing on Internet Applications and basic sciences.
Ranked top 10% in Beijing College Entrance Exam. Three consecutive years as outstanding student.
I'm always open to discussing data science, web development, or creative projects. Feel free to reach out.
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