Machine Learning
Yijun Pan
Ann Arbor
Summary
Self-guided Undergraduate Researcher with positive work ethic and detailed knowledge of machine learning. Smart and sharp with well-developed organizational and time management skills. Trained in deep learning research and pytorch.
Overview
2
2
years of professional experience
1
1
Language
Work History
Research Assistant
University Of Michigan
03.2024 - Current
- Leveraged graph learning to construct knowledge graphs for medical researchers.
- Streamlined paper data from PubMed library for increased efficiency in data analysis.
- Trained and evaluated multi-modal models on figure classification and information extraction in medical papers
Research Assistant
University Of Michigan
09.2023 - Current
- Performed research into natural language processing to increase knowledge.
- Produced and preprocess training data collected from Google platforms.
- Trained models to investigate how LLMs acquire spatial knowledge.
- Designed probes and evaluation metrics to assess the model.
Research Assistant
University Of Illinois Urbana-Champaign
03.2024 - 06.2024
- Participated in regular lab meetings, contributing valuable insights and suggestions for ongoing projects.
- Conducted fieldwork as needed, evaluating important works in the field of Influence Functions(IF)
- Implemented data attribution algorithms and assisted in evaluation
Research Assistant
Shanghai JiaoTong University
09.2022 - 11.2023
- Gathered and organized information for research purposes.
- Collaborated with leadership team to identify relevant questions and determine best methods.
- Wrote research papers, reports, reviews, and summaries regarding end-to-end autonomous driving
- Implemented and trained models to enable robust end-to-end autonomous driving.
Front-End Engineer
Sensetime Technology
12.2022 - 02.2023
- Optimized website performance by reducing page load time
- Applied best practices in coding standards, semantic markup
- Monitored application performance metrics and resolve technical issues encountered
- Created UI components with reusable codes for a better user experience
- Participated in daily standup meetings with colleagues to ensure great team dynamics.
Web Developer
Ping An Bank Co., Ltd
07.2022 - 09.2022
- Developed back-end applications using Python, JavaScript, and PostgreSQL
- Optimized database queries for maximum efficiency and scalability
- Enabled captcha service by collaborating with third parties.
Education
Electrical and Computer Engineering -
Shanghai JiaoTong University
Shanghai, Shanghai06.2025
Bachelor of Science - Data Science
University of Michigan
Ann Arbor 04.2001 -
Skills
Researching Skills
Verbal and Written Communication
Data Analysis
Skills Certifications
Python, Elm, MATLAB, R, C++, HTML, JavaScript
Honors Awards
- First Prize in the National Olympics of Information Technology, 11/01/19
- AMC10 Honour Roll, 2017
Interests
Software Engineering
Data Mining
Music
Timeline
Research Assistant
University Of Michigan
03.2024 - Current
Research Assistant
University Of Illinois Urbana-Champaign
03.2024 - 06.2024
Research Assistant
University Of Michigan
09.2023 - Current
Front-End Engineer
Sensetime Technology
12.2022 - 02.2023
Research Assistant
Shanghai JiaoTong University
09.2022 - 11.2023
Web Developer
Ping An Bank Co., Ltd
07.2022 - 09.2022
Bachelor of Science - Data Science
University of Michigan
04.2001 -
Electrical and Computer Engineering -
Shanghai JiaoTong University
Similar Profiles
Kathleen McDonoughKathleen McDonough
RN at University of MichiganRN at University of Michigan
Shriya SinhaShriya Sinha
Graduate Student Research Assistant at University of MichiganGraduate Student Research Assistant at University of Michigan
Terrance QuinnTerrance Quinn
Cook 1 at University of MichiganCook 1 at University of Michigan
Sophia BunnellSophia Bunnell
Varsity Women's Water Polo at University of MichiganVarsity Women's Water Polo at University of Michigan
Caitlin WolfCaitlin Wolf
Supervisor at Tim Horton'sSupervisor at Tim Horton's