Jiacheng Chen 陈嘉铖
Data Analytics and Visualization M.S. Student at Pratt Institute
Data Analytics Fellow at the MET
Pratt Institute
The Metropolitan Museum of Art
Skills
Advance
Advance
Advance
100%
Advance
10%
Education
- Related Courses: Information Visualization, Advance GIS Analysis, Database Design;
- Honor: Met Museum Data Analysis & Visualization Fellowship for Collections Information
- Scholarship & Awards, FA 2022, SP 2023:
- Hoffman Scholarship Fund;
- Hart Scholarship;
- Library School Graduates Association.
- GPA: 4.0/4.0
- Related Courses: Analysis of Variance, Applied Regression Analysis, Applied Time Series Analysis, Survey Sampling;
- Honors: Dean’s List, FA 2020;
- Honors: Best Use of External Data, Datafest 2021;
- Honors: Citizenship Honor, 2014 - 2016
Professional & Research Experience
- Provide analytics on MET’s growing online collection (about 500,000 objects currently).
- Work with the Met’s Public API to understand what is working, identify areas of improvement, what data visualizations can be created, and explore ways of measuring the use and impact of the API.
- Produce Wikidata visualizations (including knowledge graphs) that show how Met collections connect to other data sets outside the museum.
- This project is funded by National Science Foundation, led by Dr. Leanne Bowler, Dr. Mark Rosin, and Dr. Irene Lopatovska, aims to design, build and test a prototype of a data literacy activity for young people to be used in afterschool STEM programs in public libraries.
- Using R and Python created an automatic data-cleaning framework for qualitative transcript data generated in the research.
- Utilized [NLP dictionary] with LIWC-22 and analyzed emotion, sentiment factors in these data.
- Composed weekly research reports and data analysis related documentations for the research team.
- Helped with literature reviews.
- This project is part of STAT 470W and was carried out by a team of three who chose their own topics.
- This project was conducted by using Time Series Analysis and Generalized Additive Models (GAM) to analyze the imports of cosmetics in Brazil from 1989 to 2016 to verify whether the “Lipstick Effect” is regionally significant in Brazil.
- The project participated the Undergraduate Research Project Competition (USRESP), FA 2020.
- Answered students’ questions with Stat 200 course materials.
- Helped students with labs and assignments.
- Assisted the General Manager with database management;
- Responsible for completing the collection and analysis of project bidding data;
- Completed the survival analysis model using R Studio, and analyzed past similar winning bids using time series to predict current or future bids;
- Completed the filtering and utilization of massive data and implemented data exploration, produced data package reports and composed report analysis.
- Answered students’ questions with Stat 200 course materials.
- Helped students with labs and assignments.
Certifications
Projects
Recent Projects and Portfolio
Young People’s Migration Trends
Global youth migration attracts attention for years, as young individuals seek improved opportunities and quality of life elsewhere. Policymakers and researchers must understand trends and impacts for effective solutions.
Let’s get students to Counseling!
Investigated Pratt Institute’s website usability, conducted user testing, analyzed competitor sites, identified issues, provided recommendations, enhanced user experience for health services pages.
Challenges of User Personal Information Security
The reason of TL;DR and its impact on our society
Civic Aircraft Traffic Routes Above Manhattan
Click on the image to check the project’s live site Introduction My friend Ziqi Wang and I have collaborated on a project that was inspired by her internship experience at BetaNYC during the summer.
Database Solution for Indie Game Studio
Centralized database solution for a hypothetical indie game studio’s marketing team.
Living Affordably
Analysis of Nyc Affordable Housing Plan (2014 – 2022)
From Punchcard to Unicode
A Brief History of Character Encoding
Using Artificial Intelligence For Crowd Counting
How Artificial Intelligence Can Used To Estimate Population Size.
INTERNET RESOURCE GUIDE
This a list of study resource concluded from my undergraduate experience for current and future Statistics Major Students.
How I built my Personal Website Through GitHub + R Blogdown + Netlify
Start today and let the world know you!