AI, Machine Learning, Deep Learning, and Data Science
Researched at UM under Dr.Paramveer Dhillon
Worked as an IA for [SIADS642 Deep Learning I] at UM
Worked as an IA for [SI671 Data Mining] at UM
A in [EECS545 Machine Learning] at UM
A+ in [SI561/EECS595 NLP] at UM
A in [EECS492 Introduction to AI] at UM
A in [EECS505 Computational DS and ML] at UM
Computer Science and Programming
A+ in [EECS281 Data Structures and Algorithms] at UM
A+ in [EECS370 Intro to Computer Organization] at UM
A+ in [EECS376 Foundations of Computer Science] at UM
Silver Medal in ICPC 2019 NCNA Regional
Mathematics
A+ in [MATH395 Honor Analysis I] at UM
A+ in [MATH396 Honor Analysis II] at UM
A in [MATH493 Honor Algebra I] at UM
A in [MATH590 Introduction to Topology] at UM
A in [MATH525 Probability] at UM
Experiences
Research Asistant at the University of Michigan
05/2021 - present
Worked on several computational social sciences research projects at Dr. Paramveer Dhillion’s research group, which involved applications of a variety of machine learning and NLP models on social media data.
Developed a better understanding of some machine learning and NLP algorithms and gained skills in applying those algorithms to real world problems.
Enhanced my ability in programming, data analysis, training and interpreting machine learning models, data visualization, model visualization, communication, and time management. Acquired experience in writing and submitting conference papers.
Improved skills in programming with the following tools: spacy, nltk, gensim, fasttext, pytorch, huggingface/transformers, statsmodels, matplotlib, hadoop, pyspark, Twitter API, Google Translation API.
Instructional Aide at the University of Michigan
10/2020 - 12/2021
Worked as IA for SI671 Data Mining: Methods and Applications (21FA), responsible for grading the homework and answering students’ questions.
Worked as IA for SIADS 642 Introduction to Deep Learning (21SP, 21WI), responsible for grading the homework.
Improved my communication and management skills as well as my understanding of the course materials.
Team Member of ICPC teams
09/2019 - present
ICPC Team Member at the University of Michigan during 10/2020 - Present.
ICPC Team Member at the University of Wisconsin - Madison during 10/2019 - 12/2019.
Collaborated and communicated with team members to learn to solve complex algorithm problems and prepared for the ICPC contest.
Teaching Assistant for AP Computer Science Principles Class in Beijing No.4 High School
09/2018 - 05/2019
Assisted the class by answering students’ questions and grading assignments and tests.
Beijing Youth Science and Technology Talents Reserve Program
11/2016 - 03/2018
Studied in the Research Center of Massive Language Information Processing and Cloud Computing Application under Dr. Heyan Huang in Beijing Institute of Technology.
Completed a research project titled “Research on smartphone-based fall detection system for the elderly” and released an android application based on the research.
Learned knowledge in machine learning and acquired skills in conducting machine learning researches, writing papers, giving research presentations, and thesis defense. Improved my communication skills and time management skills.
Honors & Awards
Silver Medal in ICPC 2019 North Central NA Regional Contest
11/2019
Eighth Place in ICPC 2019 North Central NA Regional Contest
Dean's List at University of Wisconsin - Madison
2019
Named to the College of Letters & Science Dean’s List of FA19 and SP19.
Second Prize in Beijing Youth Science Creation Competition
2018
First Prize in National Olympiad in Informatics in Province, Beijing