Pracha Promthaw

Researcher @ UC San Diego · Tech & Product Lead @ Curico

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Hi! I’m Pracha (Kim) Promthaw. I’m a researcher at UC San Diego working with Prof. Soohyun Nam Liao, and the Tech & Product Lead at Curico, a nonprofit startup creating hands-on learning activities for children and families in Thailand. I am applying to PhD programs for Fall 2027.

My research sits at the intersection of human-computer interaction and natural language processing. I study how to build and evaluate AI that strengthens people’s thinking, curiosity, and creativity rather than replacing them. I’m especially interested in:

  • Human-AI collaboration: how people and AI should share work, for example instructors and AI giving students feedback together.
  • LLM evaluation and alignment with human judgment: building benchmarks and LLM-as-judge methods that reflect what people actually value.
  • AI for learning: designing AI learning tools that support, not replace, the interaction between learners, teachers, and parents.

Previously, I received my M.S. in Computer Science from UC San Diego, where I worked with Prof. Julian McAuley and Tianyang Liu on LLM evaluation and contributed to CocoaBench (COLM 2026). Before that, I received my B.S. from UMass Amherst, where I was advised by Prof. Hamed Zamani and mentored by Chris Samarinas on MarunaBot, a semifinalist in the Alexa Prize TaskBot Challenge 2.

Fun fact:

  • Outside of research, I enjoy drawing, singing, reading, and cooking (Here is my cooking diary). Right now, I’m studying both Japanese and French. (I’ll be sharing my drawing gallery on this site soon.)
  • At UMass Amherst, I performed in the Fringe Festival musical Fly By Night, playing the character Crable, one of my proudest performance on stage!

Extracurricular Club:

  • Thai Student Association (Senior Advisor)
  • UMass Machine Learning Club (Event Coordinator)
  • CS ForEach (Curriculum Team )

news

Jul 15, 2026 Became Tech & Product Lead at Curico.
Jul 8, 2026 CocoaBench: Evaluating Unified Digital Agents in the Wild was accepted to COLM 2026! :tada:
Jun 15, 2026 Graduated with my M.S. in Computer Science from UC San Diego!
Mar 1, 2026 Started research in computing education with Professor Soohyun Nam Liao at UC San Diego, studying instructor-AI collaboration for self-regulated learning feedback.
Jan 5, 2026 Joined Curico as a Software Engineer Intern, building a real-time AI partner for family learning activities.
Apr 15, 2025 I got accepted to a Stanford’s Code In Place program as a Section Leader! A Program to teach Python to people from around the world!
Sep 28, 2024 Started my Master Degree at UC San Diego!
Apr 30, 2024 Our team, MarunaBot, advanced to the semifinal round of the Alexa Prize TaskBot Challenge 2!
Apr 19, 2023 My first medium blog got published! here :sparkles: :smile: :
Mar 27, 2023 I have been qualified into the final round of QTFT Optimization Hackathon!
Feb 17, 2023 Present a poster at the Undergraduate Research Volunteer session in topic "Continuous control of latent diffusion model through token embedding interpolation"
Dec 7, 2022 Got accepted into the Alexa Prize Project !

latest posts

selected publications

  1. COLM
    CocoaBench: Evaluating Unified Digital Agents in the Wild
    Shibo Hao, Zhining Zhang, Zhiqi Liang, and 5 more authors
    In Conference on Language Modeling (COLM), 2026
  2. MarunaBot V2: Towards End-to-End Multi-Modal Task-Oriented Dialogue Systems
    Chris Samarinas, Pracha Promthaw, Rohan Lekhwani, and 5 more authors
    In Alexa Prize TaskBot Challenge Proceedings, 2023
  3. arxiv
    Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models
    Chris Samarinas, Pracha Promthaw, Atharva Nijasure, and 3 more authors
    2024