Front End Development
HTML, CSS, JavaScript, TypeScript, React, Next.js, and Tailwind CSS — used to build clean, responsive interfaces from vanilla tools to full-stack frameworks.
About
Batmagnai Ganbaatar
I’m a front-end and full-stack developer based in Tokyo, Japan, building clean, practical applications and structured AI workflows. My work focuses on usability and clarity — interfaces that do what they say and nothing more.
Alongside front-end development, I approach AI prompt engineering as a workflow system, not just a feature. Projects like PromptKit reflect this — turning rough ideas into repeatable, structured outputs.
Skills
Two core capabilities. Minimalist, practical, evidence-first.
AI Tools & Python
Python, Gradio, Groq API, RAG pipelines, and LLM engineering — building practical AI applications that process documents and generate structured output.
Minimal systems
Planning small systems, documenting decisions, and improving them through tight feedback loops.
Experience
3+ years as an Instructor at NOVA Co. Ltd. in Fukuoka, Japan — teaching structured lessons to learners at varied levels, adapting explanations in real time, and building clear communication habits directly applicable to technical support and developer roles.
Now building full-stack web apps and AI tools: a bilingual Next.js/React application with a reservation system, a Python RAG-based handbook generator deployed on Hugging Face, and an AI job application assistant with streaming LLM output.