Case study / Kasikorn Business-Technology Group (KBTG)
A virtual patient for practical clinical learning
A co-developed AI virtual-patient simulator using retrieval-augmented generation (RAG).

The challenge
Explore an alternative to imported, multi-million-THB simulation hardware.
My role
I contributed business analysis and AI engineering as an intern, co-developing the virtual-patient simulator.
Approach
The work brought together requirements gathering, AI engineering, and healthcare stakeholder validation.
Solution
The virtual-patient simulator used retrieval-augmented generation (RAG), an approach that brings retrieved reference information into the response-generation process.
Outcome
The team co-developed a simulator as an alternative to imported, multi-million-THB hardware.
Let’s connect
Useful technology.
Meaningful work.
Interested in digital innovation, applied AI, or a potential collaboration?