RESUME

Batmagnai Ganbaatar

Front-End Developer  ·  AI Developer

Download PDF Updated May 2026

SUMMARY

Front-end developer building practical web tools and AI applications — from clean vanilla JavaScript interfaces to Python-based AI tools with RAG pipelines and LLM generation. Based in Tokyo, bilingual in English and Japanese, and open to IT Support and developer roles.

SKILLS & STACK

Technical Skills

Languages

HTML5 HTML5 CSS3 CSS3 JavaScript JavaScript TypeScript TypeScript Python Python

Frameworks & Libraries

React React Next.js Next.js Tailwind CSS Tailwind CSS Node.js Node.js

Tools & Platforms

Git Git GitHub GitHub VS Code VS Code Netlify Netlify Vercel Vercel Hugging Face Hugging Face Spaces

AI & Workflow

Gradio Groq API RAG Pipelines LLM Engineering Prompt Engineering

EXPERIENCE

Experience

2024 — Present

Front-End Developer · Self-directed

Independent / Portfolio Projects

  • Built and deployed a minimalist portfolio with a custom Mirror's Edge-inspired design system using vanilla HTML, CSS, and JavaScript.
  • Developed PromptKit v2 — a client-side prompt engineering tool with localStorage persistence, live preview, and multi-mode output.
  • Built AI Handbook Generator — a Python/Gradio app that generates 20,000-word documents from PDFs using a custom RAG engine and the LongWriter technique, deployed on Hugging Face Spaces.
  • Implemented dark mode, accessible markup, mobile-responsive navigation, and consistent UI patterns across 7+ pages.

2022 — 2025

Instructor · NOVA Co. Ltd.

Fukuoka, Japan · Contract

  • Delivered structured lessons to learners with varied language levels and learning styles.
  • Adapted explanations in real time to improve understanding — a communication pattern directly applicable to technical support and documentation roles.
  • Built strong habits in structured explanation, user-focused communication, and problem-solving under live conditions.

PROJECTS

Selected Projects

Tokyo Neon Kissa

Next.js React TypeScript Tailwind

Bilingual full-stack web application · 2026

  • Built a bilingual (EN/JP) cocktail bar app with reservation workflow for Tokyo nightlife venues.
  • Implemented responsive layout, language switching, and cocktail discovery with filtering.

PromptKit v2

HTML CSS JavaScript

Front-end AI workflow tool · 2026

  • Client-side tool for creating, saving, and reusing structured AI prompts with persistent state.
  • Supports 4 output modes (portfolio, readme, linkedin, web) and 4 tone settings. Zero backend.

AI Handbook Generator

Python Gradio Groq API RAG

AI tool · 2026

  • Built a custom vector RAG engine using sentence-transformers and numpy cosine similarity — no external vector DB required.
  • Implemented the LongWriter/AgentWrite technique to generate 20,000+ word structured documents across 12–16 sections.

Minimalist Portfolio

HTML CSS JavaScript

Personal portfolio & design system · 2026

  • Designed an original Mirror's Edge-inspired visual system with angular geometry, red accent, and dark mode.
  • Built accessible, responsive layout from scratch — no frameworks, no build tools.

AI Job Application Assistant

Python Gradio Groq API

AI workflow tool · 2026

  • Built a Gradio app that generates a tailored cover letter, CV suggestions, skills analysis, interview questions, and salary estimate from a job description and optional PDF CV upload.
  • Implemented per-section streaming output with a live progress bar, single-click Markdown export, and Cmd+Enter shortcut.
  • Designed a full dark iOS-style interface in plain CSS — gradient background, card elevation, animated gradient button, toast notifications, and copy-all functionality.

EDUCATION

Education

2017 — 2022

Bachelor of Business Administration

Ritsumeikan Asia Pacific University · Beppu, Oita

CERTIFICATIONS

Certifications

CompTIA A+ · Core 1 (1101) Passed · Core 2 (1102) In Progress

Meta Front-End Developer Specialization · Meta / Coursera

Foundational C# with Microsoft · freeCodeCamp

LANGUAGES

Languages

English — Native / Bilingual Japanese — Intermediate Mongolian — Native / Bilingual