Selected research systems, evaluation tooling, and prototypes across reasoning, healthcare, language technology, and developer workflows.
A 4B medical reasoning model from Typhoon and SiData+ that generates ranked diagnoses, capturing clinical uncertainty and outperforming larger models on major medical QA benchmarks.
A benchmark and framework for evaluating how well LLMs follow structured output formats in narrative PCG tasks, with error taxonomy and scaling analysis.
Contributed to OpenRLHF, an easy-to-use, scalable, and high-performance RLHF framework.
Interactive timeline visualizer for Thailand earthquake events with filtering and temporal context.
Lightweight evaluation platform for LLM experiments.
A GUI program for labeling datasets.
Built and shipped 7+ web apps integrating LLM capabilities as part of a rapid prototyping initiative.
An open Thai reasoning model (research preview) exploring test-time reasoning strategies and instruction-following for Thai language tasks.
Low-latency speech assistant using pre-generated LLM messages to guide drivers in simulator-based assessment.
Algorithms and tools for generating and evaluating branching storylines using LLMs, including UI and utilities.
Open tutorials and notebooks demonstrating prompt engineering techniques for generating game content.
Competition and infrastructure exploring LLM abilities for physics-constrained content generation with stability and similarity metrics.
Synthetic dashcam-style driving dataset generation using CARLA for downstream tasks.
Explorations in anomaly detection using multi-modal LLM pipelines.
Lightweight poster showcase sites for academic courses and events.
A simple site for learning basic Thai language phrases and vocabulary.
Web-based platform showcasing augmented reality posters for academic events.
Platform integrating NLP techniques to generate mind maps from un/structured text.
A research dataset/tooling project (500+ items) supporting downstream NLP/LLM work.
Interactive physics simulation platform built as a collaborative project.
Inaugural Thai Google Developer Student Clubs (now GDGoC) lead at KMUTT, organizing workshops and developer community events.
Event companion mobile app featuring AR map guidance.
Socket.io‑based big screen message broadcaster for events.
Event websites and grading tools for a university programming camp.
A platform to support and manage donation requests during COVID-19.
Mobile app for research participants to collect biometric health data.
Main website and registration system for a high school coding competition hosted by the university.
Full‑stack web application inspired by Agoda, implemented as a course project.
Android RSS reader application with category feeds and offline reading.
