Jeri Rao

Jeri Rao

Preparing For 2025 Fall PHD Programs

Carnegie Mellon University

Biography

I am Jeri, my Chinese Name is 饶家瑞, with pronunciation: ráo jiā ruì. I graduated from Master of Information Systems Management program at Carnegie Mellon University, Heinz College, a prestigious college ranked #1 in Information and Technology Management.

Currently, I am conducting research on AI in Education focus on using Large Language Models to revolutionize learning outcomes, eg. LLM for course recsys, LLM for course generation, under the guidance of Dr.Jionghao Lin in Human-Computer Interaction Institute. I am also a research associate for PLUS -- the online math tutoring platform aiming on bridging Opportunity Gaps In Math Education By Combining Human + AI Tutoring, under the guidance of Prof. Ken Koedinger.


I am also a long-term volunteer AI data integration assistant for The Education Partnership working on using AI tools to enhance the volunteer management in the NGO, I also involve in design of STEAM courses for STEAM HUB.


The transition from pursuing the career as a software engineer to a researcher in AI & Education was ignited by the integration of AI tools, such as ChatGPT, into our coursework. My engagement deepened through my role as a teaching assistant for graduate courses at CMU, encouraging me to explore the impact of AI in education and how AI could benefit education.


I earned my undergraduate degree in Management Science from Beijing Normal University (北京师范大学) in 2022, I minored in English Literature, with Creative Writing, taught by Dr. Adeline Heck, being my favorite course. Here at CMU, my academic journey is enriched by courses in programming, digital business, and data analysis. As a socially conscious individual, I am deeply fascinated by the potential synergy between information technology and critical sectors like education, digital economy, public policy, and healthcare.


I am pursuing 2025 Fall doctoral degree opportunities in computer science, information science and learning science, with focus on how AI could enhance education by designing educational technology tools and systems. With a wealth of industry, research and teaching experiences under my belt, coupled with a robust academic foundation and technical proficiency, I am confident in my ability to contribute effectively to your research team.


My paper Enhancing MOOCs Recommendations Using Retrieval-Augmented Generation (RAG) with Large Language Models is accepted by Educational Data Mining 2024 LLM Workshop 2024. See you in Atlanta!


My avatar was taken in December 2023 in Airport Mesa, Sedona, Arizona, by my friend, phd candidate Chenyang Wang.

Interests
  • AI in Education
  • Computer Science Education
  • Human-Computer Interaction
  • Artificial Intelligence
  • Information Technology and Innovation
  • Management Science and Operational Research
Education
  • Master in Information Systems Management, 2024

    Carnegie Mellon University

  • Bachelor in Management Science, Minor in English Literature, 2022

    Beijing Normal University

  • Exchange Student, 2021

    The University of Manchester

Skills

Technical
Data Analysis & Data Visualization

Python, tableau, powerBI

Software Development & Software Design

Java, Javascript, Typescript, C#, React, Next

Time Series Analysis & Econometrics

R, Eviews, Stata

Machine Learning & AI

PySpark, Hadoop, Tensorflow

Blockchain Development & Deployment

Ethereum, Solidity

Financial Analysis & Modelling

MATLAB

Non-Technical
Classical Music Fan

Rachmaninoff, Bach, Haydn

Piano

Since age 4

PingPong

Since age 5

K-POP

IVE, STAYC, TXT, K-DRAMA

Photography

A little famous on Xiaohongshu Pittsburgh Region

Cooking

Chinese and Western fusion cuisine

Research Experience

 
 
 
 
 
HCI Institute, Carnegie Mellon University
Research Assistant
March 2024 – June 2025 Pittsburgh

Research Topic: AI in Education, LLM, Learning Analytics

  • Explore how AI tools, especially Large Language Models can revolutionize learning outcomes
  • Identify and integrate AI-driven solutions into the PLUS platform, including content generation, tutor evaluation,course recommendations, etc.
 
 
 
 
 
Beijing Normal University
Research Assistant
June 2019 – April 2022 Beijing

Research Topic: Data Envelopment Analysis(DEA), Technology Innovation, R&D, Economics

  • Evaluation of Innovation Efficiency of Manufacturing Industry in the Jing-Jin-ji Urban Agglomeration Based on Network DEA Model
  • Study on R & D Mechanism of Beijing Industrial Enterprises Based on Dynamic DEA Model
  • Attended The Sixteenth Annual Conference on Science and Technology Policy and Management in China

Teaching Experience

 
 
 
 
 
Developing Blockchain Use Cases
Teaching Assistant
March 2024 – Present Pittsburgh
 
 
 
 
 
Distributed Systems In ISM
Teaching Assistant
January 2024 – Present Pittsburgh
 
 
 
 
 
Database Management
Teaching Assistant
September 2023 – December 2023 Pittsburgh
 
 
 
 
 
Teach For China
Teacher
January 2019 – August 2019 China
Volunteer Teacher at middle schools in Guangdong and Qinghai Province, courses categories include quality development training, career planning, food nutrition and health, science.

Industry Experience

 
 
 
 
 
Amazon
Software Engineer Intern
June 2024 – August 2024 Seattle, WA

Responsibilities include:

  • Develop LLM Benchmark evaluation tools for Amazon AGI Science team
  • Working on design tokenizers for large dataset loading
 
 
 
 
 
Travelwits
Software Engineer Intern
May 2023 – August 2023 Pittsburgh, PA

Responsibilities include:

  • Developed a No-Code platform using Next.js
  • Implemented customized component design and seamless database interactions
 
 
 
 
 
Opera
Software Engineer Intern
August 2022 – November 2022 Beijing, China

Responsibilities include:

  • Optimized the game features of two game published on OperaGX using CocosEngine
  • Developed the web interfaces of game editor using Typescript and Vue.js
 
 
 
 
 
IBM
Consultant Intern - Data Management
March 2022 – June 2022 Beijing, China

Responsibilities include:

  • Conducted research on customer data integration, data standards and data security
  • Executed data management initiatives and data ETL operations
 
 
 
 
 
Kuaishou Technology
Product Intern
October 2021 – January 2022 Beijing, China

Responsibilities include:

  • Led the operational management of a live-streaming ads platform
  • Formulated data-driven user growth strategy
 
 
 
 
 
Volkswagen Group
Consultant Intern - Global Business System Management
May 2021 – October 2021 Beijing, China

Responsibilities include:

  • Led the implementation of Group Retail Portal to all Greater China dealerships
  • Set up digital transformation related system upgrade plan

Photography

Scenic View

Scenic View in Pittsburgh

Scenic View in Sedona

Contact

You can contact me for more information.