AI Engineer at ArcFusion, specializing in end-to-end LLM pipelines, RAG systems, and cloud-native AI solutions. Passionate about turning research into real-world impact.
About Me
I'm an AI Engineer at ArcFusion with a Master's degree in AI & IoT from SIIT, Thammasat University. I build end-to-end AI pipelines — from data engineering and model development to production deployment on cloud platforms.
My journey spans academic research (published at IEEE iSAI-NLP), production LLM systems with knowledge graphs, and teaching 200+ students. I'm driven by the challenge of making AI systems that are robust, scalable, and genuinely useful.
“Dedicated to developing end-to-end production AI systems while continuously learning and sharing knowledge with the next generation of engineers.”
Featured Projects
A selection of projects showcasing my work across LLM engineering, full-stack development, and ML research.
Production-grade chatbot for cyber security incident investigation using Neo4j knowledge graphs and LLM models. Built a real-time alert investigation pipeline integrated with AWS architecture.
Intelligent document Q&A system that processes PDFs, creates vector stores, and enables natural language queries over your own data.
RESTful API for complete railway operations management with secure authentication, authorization, and production-ready design.
Master's thesis integrating NASA satellite data with ground weather stations for enhanced air quality prediction using deep learning.
Mobile application connecting graduating students with internship opportunities. Led the team to First Prize in university competition.
Skills & Expertise
Technologies and tools I work with to build production AI systems.
Experience
Building expertise from research through to production AI systems.
ArcFusion • Bangkok, Thailand
Cynclair (R V Connex)
SIIT, Thammasat University
SIIT, Thammasat University
Education
A strong foundation in engineering, AI research, and international collaboration.
Publications & Achievements
S. N. P. Kumgyi, et al. (2023). In 2023 18th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), pp. 1-6. IEEE. Bangkok, Thailand.
View Publication →University mobile development competition, 2019
Hungry To Learn English Center (HLEC), 2020
HLEC — Leadership & community organizing, 2020
Global Mind Youth Group, 2020
Contact
I'm always open to discussing AI projects, research collaborations, or new opportunities. Feel free to reach out!