About

I'm an AI and agentic engineer with three years of experience.

I started studying AI in 2019, through machine learning, statistics, mathematics, and software engineering classes.

My path has taken me across Europe and Asia, from training in Paris, Norway, and South Korea to applying AI in commercial workflows in Singapore and building production agentic systems in Bangkok.

Today, I work on two sides of applied AI: AI products for external users, and internal transformation for teams adopting AI in daily operations. That means automating workflows, integrating legacy tools, creating new ones from scratch when it makes sense, and building agentic systems that are reliable, scalable, observable, and useful in real work.

On havyai, I publish practical field notes about AI agents, context engineering, and the decisions behind useful systems. You can read them in In The Loop.