Selected research, systems, and prototypes I've built or led.
Lead author• SCB10X Research
An open Thai reasoning model (research preview) exploring test-time reasoning strategies and instruction-following for Thai language tasks.
A benchmark and framework for evaluating how well LLMs follow structured output formats in narrative PCG tasks, with error taxonomy and scaling analysis.
Interactive timeline visualizer for Thailand earthquake events with filtering and temporal context.
Built and shipped 7+ web apps integrating LLM capabilities as part of a rapid prototyping initiative.
Algorithms and tools for generating and evaluating branching storylines using LLMs, including UI and utilities.
Low-latency speech assistant using pre-generated LLM messages to guide drivers in simulator-based assessment.
Open tutorials and notebooks demonstrating prompt engineering techniques for generating game content.
Explorations in anomaly detection using multi-modal LLM pipelines.
Synthetic dashcam-style driving dataset generation using CARLA for downstream tasks.
Competition and infrastructure exploring LLM abilities for physics-constrained content generation with stability and similarity metrics.
Web-based platform showcasing augmented reality posters for academic events.
A simple site for learning basic Thai language phrases and vocabulary.
Lightweight poster showcase sites for academic courses and events.
A research dataset/tooling project (500+ items) supporting downstream NLP/LLM work.
Platform integrating NLP techniques to generate mind maps from un/structured text.
Interactive physics simulation platform built as a collaborative project.
Event companion mobile app featuring AR map guidance.
Inaugural Thai Google Developer Student Clubs (now GDGoC) lead at KMUTT, organizing workshops and developer community events.
A platform to support and manage donation requests during COVID-19.
Full‑stack web application inspired by Agoda, implemented as a course project.
Event websites and grading tools for a university programming camp.
Socket.io‑based big screen message broadcaster for events.
Main website and registration system for a high school coding competition hosted by the university.
Mobile app for research participants to collect biometric health data.
Android RSS reader application with category feeds and offline reading.