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General Information
Full Name | Chengyu Zhang |
Date of Birth | 7th April 2001 |
Languages | Chinese, English |
Education
- 2023 - 2024
Master of Engineering
Univeristy of California, Berkeley, CA
- Department: Electrical Engineering and Computer Science
- Major: Computer Science (Data Science and Systems)
- 2019 - 2023
Bachelor of Science (Honors)
New York University Shanghai, Shanghai, China
- First Major: Data Science (Concentration in Artificial Intelligence)
- Second Major: Interactive Media Arts
- GPA: 3.969/4.0
- 2012 - 2019
High School
Pudong Foreign Language School, Shanghai, China
Experience
- 2023
Autonomous Driving Algorithm Research Intern
DiFint Technology
- Develop perception algorithms on Linux GPU server in unsupervised monocular depth estimation, using multi-task training and unified backbones (ViT and CNNs), paper to be submitted to IEEE ICRA 2024.
- Develop interactive SLAM datasets motion mask self-annotation based on Segment Anything and Gradio.
- Research and present literature on autonomous driving and neuromorphic computing SOTA algorithms.
- 2022 - 2023
Artificial Intelligence Business Analyst
Yitu Technology
- Build knowledge graph using Relational Triple Extraction (BERT-CasRel); crawl, annotate, process raw news data, design and tune model, generate knowledge graph with Neo4j after word-sense disambiguation.
- Collect, process, and analyze business data in facial recognition, AIGC and LLM products, assist in AI project management (including demand benchmarking, product positioning and technical preparation).
- Research in and write AI national standards, such as trustworthy AI and unified interface of AI accelerator.
- 2022 - 2023
Computer Vision Research Assistant
Professor Li Guo, NYU Shanghai
- Conduct individual and teamed research in image/video semantic segmentation, object detection, meta/low-shot learning, transfer learning and image classification.
- Design algorithms and run experiments on Linux GPU servers, do ablation studies and conclude to papers.
- Research, conclude, share and experiments different SOTA algorithms in computer vision.
- 2019 - 2023
Lab Technician
Interactive Media Arts, NYU Shanghai
- Deploy MDM (Jamf) to manage MacOS and Windows computers, manage physical and virtual assets.
- Provide audio-video system solution for classrooms, with layout design and equipment quotation.
- Offer technical support to student and faculty, including MCUs, sensors, computers and audio-video devices.
- Cooperate with the manager on IMA operation, including the hiring process and budget analysis using Excel.
- 2021
Research Assistant
Human-Data Interaction Lab, NYU Abu Dhabi
- Design and visualize database algorithms and data structures (including extendible hashing, linear hashing and bloom filter) in D3.js and JavaScript. Document and maintain the versions on shared GitHub repository
Activities
- 2020 - 2021
Member of the Media Committee
OnCenturyAvenue, Shanghai, China
- Help to maintain the website based on WordPress using HTML, CSS, JavaScript and basic PHP.
- Design and publish news to websites and WeChat official account.
- 2019
Volunteer
Weland, Beijing, China
- Volunteered for 7 days in Beijing, helping staffs to manage the Youth Leadership Summer Camp. Tasks involving translation for classes, activity arrangement and management, blog posting.
- 2019
Assistant Director
Weland, Beijing, China
- Participated in WeMUN EXPO 2019 UNDP conference on the topic of accessible water as an Assistant Director, directing and recording the conference for 3 days and a half.
Honors and Awards
- 2023
- Summa cum laude
- Major Honor in Data Science
- NYU Shanghai Excellence Award
- Dean's List for Academic Year
- 2022
- Dean's List for Academic Year
- 2022 Recognition Award
- 2021
- Dean's List for Academic Year
- 2021 Recognition Award
- 2020
- Dean's List for Academic Year
- 2020 Recognition Award
- 2019
- NYU Shanghai Global Elite Scholarship
Skills
-
Programming
- Python, PyTorch, HTML, CSS, JavaScript, C#, C++, R, React.js, d3.js, p5.js, MySQL, Swift, Julia.
-
Documenting
- Microsoft Office suite, Google Sheets, Google Slides, Google Docs.
-
3D modeling
- Blender, Fusion360, Cinema 4D.
-
Design and Creation
- Unity, Arduino, Adobe Audition, Photoshop, Premiere, Illustrator.
-
GRE
- 166 (Verbal) + 170 (Quantitative) + 4.5 (Analytical Writing)
-
TOEFL
- 116 (Reading: 30, Listening: 30, Speaking: 28, Writing: 28)
Other Interests
- Guitar, Computer programming, Game ideas, Web development, Artificial intelligence, Hip hop music.