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kkh1902/README.md

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Sections

Overview

My name is Gihun Kim. I am an AI Engineer building AI-powered products end-to-end β€” from data pipelines and model integration to production-ready web applications. πŸ‘¨β€πŸ’»

I enjoy combining LLMs, retrieval systems, and modern web stacks to turn raw data into useful, real-world products. πŸ”

I am especially interested in LLM application architecture, RAG / agents, data platforms for AI, and shipping AI features on the web (Next.js + Vercel). ✨

Important

Feel free to explore my work in my GitHub repositories!

Skills and Knowledge

A brief overview of the technologies I have hands-on experience with 🧩

πŸ€– AI / LLM
  • Anthropic Claude
  • OpenAI
  • LangChain
  • LlamaIndex
  • Vercel AI SDK
  • Hugging Face
  • PyTorch
  • MCP
  • RAG
  • Agents
  • Prompt Engineering
  • Fine-tuning
🌐 Web / App (AI Product)
  • Next.js
  • React
  • TypeScript
  • Tailwind CSS
  • shadcn/ui
  • Node.js
  • FastAPI
  • Vercel
βš™οΈ Data Engineering
  • Apache Spark
  • Apache Airflow
  • Apache Kafka
  • dbt
  • BigQuery
☁️ Cloud & Infra
  • GCP
  • AWS
  • Terraform
  • Docker
  • Linux
🐍 Language & DB
  • Python
  • TypeScript
  • SQL
  • PostgreSQL
  • MySQL
  • pgvector
  • Pinecone
  • Chroma
  • Weaviate

Notable Projects

Here are the projects I have worked on. Feel free to explore more in my GitHub repositories. 🌟

πŸ›’ User Behavior Analytics Pipeline

An end-to-end clickstream analytics pipeline for e-commerce β€” from ingestion and processing to warehouse analysis and dashboarding.

Tech Stack: Airflow Spark GCP BigQuery dbt Terraform Looker Studio Docker Python

Pipeline Flow:

Kaggle API β†’ GCS (raw) β†’ Apache Spark β†’ GCS (processed) β†’ BigQuery β†’ dbt β†’ Looker Studio

Key Highlights:

  • Automated GCP resource provisioning with Terraform
  • Workflow orchestration with Airflow + SparkSubmitOperator
  • 3-stage funnel data modeling with dbt (view β†’ cart β†’ purchase)
  • Looker Studio dashboard visualizing conversion rates by category / brand

πŸ‘‰ GitHub Repository

πŸ“ Other Projects

Certificates

πŸ“œ Data Engineering & Cloud
πŸ’» Software Engineering & Web
πŸ“Š Data Science & Analytics
πŸ† Other Certificates

For more details, feel free to visit my LinkedIn Profile!


My GitHub Stats

Gihun Kim's GitHub Streak

Gihun Kim's GitHub Activity Graph

Connect with Me

Tip

Feel free to connect with me or learn more about me on the following platforms:


Looking forward to connecting & collaborating! πŸš€

Pinned Loading

  1. User-Behavior-Analytics-Pipeline User-Behavior-Analytics-Pipeline Public

    An end‑to‑end clickstream analytics pipeline for e‑commerce, from ingestion and processing to warehouse analysis and dashboarding

    Jupyter Notebook

  2. Algorithm-problem Algorithm-problem Public

    Python

  3. codesnippets codesnippets Public

    TypeScript