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Personal
Name:Liang Wei
Email:liang.wei@cs.university.edu
Phone:+1 (312) 555-0247
Location:Chicago, IL
Summary:
Final-year Computer Science undergraduate at University of Illinois Chicago with a 3.95 GPA, applying to M.S./Ph.D. programs in Machine Learning and Computer Vision. First-author conference publication at CVPR 2024 Workshop. Three years of research experience in deep learning and medical image segmentation.
Links
Linkedin:linkedin.com/in/liang-wei-cs
Website:liangwei.dev
Github:github.com/lwei-ml
Educations
2B.S. Computer Science — GPA: 3.95 / 4.00 | Dean's List (all semesters)
Aug 2021 - May 2025 (Expected)University of Illinois Chicago
High School Diploma — National College Entrance Exam (Gaokao) Top 0.3%
Sep 2018 - Jun 2021Chengdu Foreign Languages School
Experiences
3Undergraduate Research Associate
May 2023 - PresentUIC Vision & Learning Lab - Chicago, IL
- -Designed a transformer-based model for retinal OCT image segmentation, improving mIoU by 7.2% over baseline
- -First-author paper accepted at CVPR 2024 Workshop on Medical Image Analysis
- -Managed a shared GPU cluster (4x A100) and maintained team's PyTorch training pipelines
Machine Learning Intern
Jun 2024 - Aug 2024Tempus AI - Chicago, IL
- -Built a clinical NLP pipeline (BioBERT fine-tuning) to extract oncology biomarkers from free-text reports
- -Reduced manual annotation time by 40% across a dataset of 12,000+ patient records
- -Presented results to cross-functional team of 15 engineers and clinical data scientists
Teaching Assistant — Data Structures & Algorithms
Jan 2023 - Dec 2023UIC Department of Computer Science - Chicago, IL
- -Held weekly office hours for 120+ students; graded assignments and exams
- -Redesigned two lab exercises to improve average assignment scores by 15%