Guntee Doungmanee ’s Notes and Writing

About Me

Portrait of Guntee Doungmanee

I’m Piang (Guntee Doungmanee), a computer engineering student at King Mongkut’s University of Technology Thonburi (KMUTT) in Bangkok. I’ve usually worked in AI/ML, data science, software engineer and love to tinkering around those whether it’s cool tools or interesting approaches.

In data science side, I’m interested the most in generative and multimodal models and that from my hobbies that usually do things like music, art or making game which currently I’m very obsessed building those.

I usually go by ovenmakemeheat online. I’m most active on Facebook and Instagram. You can also reach me by email, or find me on GitHub, LinkedIn, and X.

My CV is available here.

AI-generated image of the Colosseum illuminated at twilight

Experience

  • [Present] AI Engineer (part-time), @QuanXAI. — Building a financial AI agent with Bedrock AgentCore, LangGraph, and PostgreSQL-backed tools.
  • Data Scientist Intern, @AXONS — Developed poultry-weight forecasting and casual inference across 45 farms and 1,000+ houses.
  • AI Engineer Intern, @Bangkok Silicon — As Presales Team, I Built prototypes for tree-carbon estimation and wild-elephant image retrieval.
  • Student Research Assistant, @AI Singapore — Contributed Thai and Southeast Asian language data to Project SEALD’s multilingual LLM safety evaluation.
  • NLP Research Contributor, @NECTEC LST — Worked on Thai dialect sentiment analysis, named-entity recognition, and semantic search for Thai herbs.

Projects

My few projects are on the projects page, including a clinical consultation assistant, Thai vector fonts, and an odor-delivery prototype for reducing perceived saltiness.

I’ve also taken part in the Thailand ICT Awards, the National Software Contest, and many hackathons!