CV

Education

University of Minnesota – Twin Cities, Minneapolis, MN, USA
B.S. in Data Science, Minor in Mathematics
Sep 2024 – Present
GPA: 4.0 / 4.0

Hefei University of Technology, Hefei, Anhui, China
B.Eng. in Vehicle Engineering (Transferred out)
Sep 2020 – Jan 2024
GPA: 3.75 / 4.3

Research Experience

Independent Study — Sketching & Sampling Algorithms (Machine Learning Theory)
University of Minnesota — Supervisor: Swati Padmanabhan
Jan 2026 – Present

• Studying randomized sketching and sampling methods for large-scale linear algebra and machine learning.
• Analyzing theoretical guarantees for regression, low-rank approximation, and norm preservation using probabilistic bounds.
• Implementing sketch-based algorithms in Python to evaluate accuracy–efficiency trade-offs on high-dimensional datasets.

Towards Tactile Intelligence: Inverse Neural Modeling and Magnetic Field Sensing for MIMMS
The Chinese University of Hong Kong — Supervisor: Hongliang Ren
Undergraduate Research Intern
Jun 2025 – Aug 2025

• Implemented reverse computation on a multi-head neural network for magnetically induced metamorphic materials.
• Visualized soft linear MIMMS shape and position tracking through annular magnetic sensor arrays.
• Designed AnySkin visualization for distributed tactile force detection.

Neural HVAC Cycle Network-Enabled Optimal Control of Closed-loop Fluid Infrastructure System
University of Minnesota — Supervisor: Shancong Mou
Undergraduate Research Assistant
Dec 2024 – Sep 2025

• Performed high-fidelity thermal–fluid simulations of HVAC heat exchangers using ANSYS Fluent.
• Developed regression-based predictive control models in Python, improving simulation accuracy by 17%.

Intelligent Battery Recycling Bin Based on Arduino
Hefei University of Technology — Supervisor: Bofu Wu
Undergraduate Research Assistant
Apr 2023 – Jan 2024

• Led design of an intelligent recycling bin with LabVIEW-based human–computer interaction.
• Designed external shell via AutoCAD and implemented control logic and homing functions.

Milli-Newton Force Transducer Based on Leaf Cantilever and Capacitive Sensor
Hefei University of Technology — Supervisor: Yang Xu
Undergraduate Research Assistant (Independent)
Sep 2022 – Nov 2023

• Modeled structural components in Autodesk Inventor and optimized designs using ANSYS finite-element simulations.
• Built LabVIEW interface for automated data acquisition and visualization.

Radar–Camera Fusion for Autonomous Driving
Hefei University of Technology — Supervisor: Junzhao Jiang
Undergraduate Research Assistant (Team Leader)
May 2021 – Apr 2022

• Developed multimodal fusion algorithms using OpenCV, PyTorch, and MMDetection on Linux.
• Built experimental radar–camera calibration setups using CATIA V5.

Industry Experience

Zhejiang Aborn Automotive Sensor Co., Ltd, Ruian, China
Operator & Experimenter
Feb 2024 – May 2024

• Conducted testing and calibration of automotive sensors to ensure reliability.
• Improved workbench testing efficiency and experimental workflows.

East China Engineering Science & Technology Co., Ltd, Hefei, China
Structural Engineer Intern
Jul 2022 – Sep 2022

• Performed finite-element analysis and parameter optimization for pressure-vessel structures in ANSYS.
• Improved structural integrity and material utilization in mechanical system designs.

Teaching

Teaching Assistant – CSCI 2081: Introduction to Software Development
University of Minnesota
Sep 2025 – May 2026

• Assisted students during labs and office hours on Java programming and data structures.
• Provided debugging support and guidance on algorithm design and software development practices.

Leadership & Activities

Welcome Week Leader
Orientation & Transition Experience Office, University of Minnesota
Aug 2025 – Sep 2025

• Guided more than 50 incoming students during orientation activities and campus events.

Director, New Media Center – Communist Youth League
Hefei University of Technology
Aug 2021 – Jul 2023

• Managed campus media production and organized photography and design workshops.
• Contributed to the center’s recognition as a National New Media Demonstration Base.

Volunteer Service

• Teaching Support Volunteer, Xinyingpan Village Primary School (7 days)
• Information Desk Volunteer, Rui’an Hospital of Traditional Chinese Medicine (96 hours)
• Book Sorting Volunteer, Rui’an Library (84 hours)

Publications

• Chen Y., Fan B., Li J., et al. “An Automated Storage and Retrieval System Optimization with MILP Methods.”
  Proceedings of the 5th International Conference on Computer Information Science and Artificial Intelligence (CISAI), SPIE, 2023.

• Chen Y. “Application of Nanomaterials for Improving Zinc-ion Batteries Performance.”
  Journal of Physics: Conference Series, 2798 (2024): 012004.

Awards & Honors

• Dean’s List, College of Science and Engineering, University of Minnesota (2024–2026)
• “Car Safety Test” Alumni Scholarship (May 2023)
• National Scholarship (Apr 2021)
• Merit Student (May 2021)
• Bronze Award, “Internet+” Innovation & Entrepreneurship Competition (Jun 2021)
• Second Prize, Mathematics Competition, Hefei University of Technology (Apr 2021)

Technical Skills

Programming: Python, R, Java, C++, MATLAB, MySQL

Tools: PyTorch, ANSYS, Autodesk Inventor, AutoCAD, LabVIEW, Docker

Concepts: Neural Networks, Optimization, Regression, Natural Language Processing

Languages:

• Wenzhounese (Native)
• Mandarin (Native)
• English (Professional)
• Cantonese (Fluent)
• Korean (Elementary)