WOO KWANG WAN | AI & Full Stack Developer

Hello, I'm Woo Kwang Wan.

AI & Full Stack Developer.

Specializing in data-driven insights, LLM, RAG, and building intelligent web applications that transform data into actionable intelligence.

Passionate about bridging the gap between cutting-edge AI technology and practical business solutions, I create intelligent systems that not only process data but turn it into meaningful insights and actions.

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Core Expertise

AI & Machine Learning

LLM integration, RAG systems, and intelligent automation solutions

Data Engineering

Data pipeline architecture and analytics-driven decision making

Full Stack Development

Scalable web applications with modern frameworks and best practices

Tech Stack

Building efficient and scalable solutions with diverse technologies and tools.

Languages

Python

JavaScript

TypeScript

Frameworks

React

Next.js

Angular

ASP.NET

FastAPI

Databases & Search

MySQL

PostgreSQL

ElasticSearch

Cloud Services

AWS

Naver Cloud Platform

CloudFlare

Featured Projects

Project RAG

Personal Project

Built a public knowledge base enabling AI agents to access reliable, real-time data without separate RAG infrastructure. Leveraged Cloudflare's serverless ecosystem for scalability.

Web Development

Cloudflare WorkersTursoDurable Objects

AI Development

RAG PipelineWorkers AIDiskANNMRLSemantic Search

📄 Documentation

README (EN)README (KO)Architecture Security Architecture

Proj. Run

Personal Project

A Markdown-based collaboration platform featuring project management, team member management, file management, and chat functionality. Responsible for the entire process from planning to design, development, deployment, and operations.

Web Development

Next.jsCloudflarePostgreSQL

AI Development

AI Agentn8nAuto Content Moderation

Insight Page

Company Project (B2C)

An online reputation analysis platform providing issue analysis and corporate/personal reputation analysis services. Responsible for the entire process including news data collection, development, deployment, operations, and enhancement.

Web Development

Angular.NET CoreFastAPIElasticsearchMySQLAWS

AI Development

AI AgentFastAPIKT Cloud (GPU, RBLN NPU) Server Setup & OperationLLM Fine-tuningvLLMAspect-Based Sentiment AnalysisIssue Analysis Agent

Exhibitions

Multiple exhibitions including MWC, CES, Japan IT Week

Fininsight receives positive response for online reputation analysis service at MWC Insight Page analyzes corporate and personal reputation with AI data analysis Fininsight participates in AI EXPO KOREA 2024, showcasing new corporate positioning analysis feature

Insight Studio

Company Project (B2B)Innovation Voucher Award (2025)

A B2B platform providing business automation services primarily for financial sector clients. Responsible for design modifications and enhancements of various operators and automation tasks.

🏆 Award: Received Innovation Voucher Excellence Award in collaboration with NICE D&B & Fininsight

n8nKubernetesDockerNCPAuto Scaling

Insight Letter

Company Project (B2C)

A mailing service providing curated business announcements. Contributed to project implementation by handling partial development.

NEC Policy Election Cooperation Project

Public Project (2023)

A big data analysis project of media articles for policy election culture dissemination, used as foundational data for the 22nd National Assembly election pledges. Responsible for news data collection and processing.

📊 Usage: Used as foundational data for the 22nd National Assembly election pledges