Pracha Promthaw
Researcher @ UC San Diego · Tech & Product Lead @ Curico
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. |
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| Jul 8, 2026 |
CocoaBench: Evaluating Unified Digital Agents in the Wild was accepted to COLM 2026! |
| 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 |
| 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
| Apr 20, 2023 | Save your time with these numpy techniques |
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| Apr 19, 2023 | Numpy Blog |
selected publications
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arxivSimulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models2024