Yuan Cheng
Ann Arbor, Michigan, United States
Summary
🤩
Rockstar🎓
Top SchoolYuan Cheng is a University of Michigan senior majoring in Computer Science with eight years of hands-on experience across full-stack engineering, AI model training, and data analysis. She has built scalable, production-grade systems—from a Spring Boot + Vue streaming platform with resumable uploads, RocketMQ pipelines, and WebSocket danmaku to LangChain-based RAG agents and FAISS/Chroma retrieval—delivering measurable throughput, latency, and recall improvements. Her work spans practical ML preprocessing and defect detection for manufacturing, security-minded backend engineering, and automation that cut routine workloads by up to 78%. Comfortable in both research and product settings, she combines rigorous data-driven evaluation with UX-focused frontend work and a knack for reducing operational costs (e.g., token savings, deduplication). Based in Ann Arbor and active in AI research at Zhipu.AI, she’s particularly interested in applying robotics-inspired systems thinking to real-world ML and software problems.
8 years of coding experience
1 year of employment as a software developer
Bachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at University of Michigan
English, Chinese, French
Github Skills (63)
stock-data10
convolutional-neural-networks10
finance10
tensorboard10
fintech10
paper10
wandb10
quantitative10
trading9
python9
responsive9
machine-learning9
semantic-segmentation9
quantitative-trading9
jekyll-theme9
Programming languages (3)
Github contributions (5)
inf-monkeys/vines-video
Jun 2023 - Jun 2023
Contributions:12 pushes, 2 branches in 7 days
LiquidAmmonia/ColorNeRF
Mar 2024 - Jun 2024
Contributions:6 pushes, 2 comments in 2 months
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