CV

You can also checkout my full CV here.

Education

B.S. in Mathematics, University of Illinois Urbana-Champaign (UIUC), Fall 2023 - Fall 2025 (GPA: 3.86/4.0)
- Core Modules: Artificial Intelligence, Internet of Things, Numerical Methods I, System Programming, Computer Architecture, Data Structures
Computer Science, Xi’an Jiaotong Liverpool University (XJTLU), Fall 2021 - Spring 2023 (GPA: 3.92/4.0)
- Core Modules: Database Systems, Algorithms, Statistics and Probability, Calculus, Linear Algebra

Dynamic and Static Precision Quantization for 3D Object Detection (Mar 2024 - Present)
- University of Illinois Urbana-Champaign
- Advisor: Minjia Zhang
- Duties:
  - Proposed dynamic and static post-training quantization techniques
  - Implemented progressive quantization
  - Conducted quantization sensitivity analysis
  - Applied SmoothQuant for extreme outlier resolution
Research Intern at National Center for Supercomputing Applications (Aug 2024 - Present)
- University of Illinois Urbana-Champaign
- Advisor: Kevin Chang
- Duties:
  - Developed hierarchical assessment framework
  - Designed dynamic example updating mechanism
  - Conducted model finetuning and evaluation
LLMarking: Auto Marking System using LLM (Mar 2024 - Sep 2024)
- Xi’an Jiaotong Liverpool University
- Advisor: Xiaohui Zhu
- Duties:
  - Constructed ASAG pipeline
  - Implemented and deployed models
  - Conducted model verification
  - Designed dynamic system
IoT Projects (2023-2024)
- Advisor: Matthew Caesar
- Self-Driving Car Prototype Design
- Home Security Camera
- Real-time Object Recognition in Chess

Chi, B. (2022). Research Advanced in the Object Detection Based on Deep Learning. 2022 International Conference on Applied Physics and Computing (ICAPC).

Course Assistant (Fall 2024 - Present)
- CS 409 The Art of Web Development, UIUC
- Duties:
  - Developed Late-days interface
  - Implemented autonomous grader
  - Conducted grading and office hours
Teaching Assistant (Fall 2021 - Summer 2022)
- Calculus Course, XJTLU
- Duties:
  - Held lectures and created quizzes
  - Assisted students with course material