cv
Basics
| Name | Rongsheng Qian (钱荣晟) |
| rqa4@sfu.ca | |
| Phone | 2369655711 |
Education
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2025.01 - Present Burnaby, BC, Canada
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2021.09 - 2024.12 Burnaby, BC, Canada
Work
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2023.09 - 2025.12 Burnaby, BC, Canada
Research Assistant
Simon Fraser University
My research focused on enhancing object detection in sonar data by first optimizing models using traditional computer vision algorithms and then exploring transformer-based approaches for improved accuracy and efficiency.
- Sonar
- Transformer
- Traditional CV
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2023.05 - 2023.09 Shanghai, China
AI Engineer (OCR internship)
1Data
I optimized the network by integrating VGG, MobileNet_V3, CRAFT, CNN-DSC, and SENet, accelerated inference with TensorRT and custom DCN plugins, improved data pipeline efficiency using Jieba, Psycopg2, and multiprocessing, and prepared datasets by processing PDFs with Fitz and PyMuPDF.
- OCR
- CNN
- tensorRT
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2022.08 - 2022.12 Richmond, BC, Canada
IT Support
SignalChem
Improved statistical efficiency through VBA-based Excel automation, provided cross-department data via MySQL, and established system environments using SSH and Docker.
- VBA
- MySQL
- Docker
Teaching
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2025.05 - 2025.08 Burnaby, BC, Canada
Awards
- 2024 Fall
Dean's Honour Roll
Simon Fraser University
Skills
| CMPT | |
| Diffusion | |
| (VQ)VAE | |
| Autoregression | |
| Nerf | |
| 3DGS | |
| CLIP |
| Programming Languages | |
| Python | |
| C++ | |
| Java | |
| HTML / JS / CSS | |
| Matlab |
| Package / Tool | |
| Maven | |
| OpenCV | |
| Cython | |
| Pytorch / NumPy | |
| Markdown / Latex |
| Platform (frontend) | |
| Android Studio | |
| Xcode |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |