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Hyuntae Park hyuntaepark-gh

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Edgewater
09:52 (UTC -05:00)

hyuntaepark-gh/README.md

Hi, I'm Hyuntae Park 👋

🎓 MS Business Analytics Student | 📊 Data Analytics & BI | 🗄️ SQL & Database | 🏢 ERP / SAP

I build AI-driven forecasting and analytics solutions that unlock business value, optimize operations, and support data-driven strategic decisions.

📧 Email | 💼 LinkedIn | 🌐 Portfolio

🔧 Skills & Tools

Programming & Analytics

Data Analytics & Visualization

Cloud

Database & Querying

Enterprise Systems

Tools

🚀 Featured Projects (By Category)

📦 Forecasting / Operations

AI Warehouse Shipment Forecasting (In Progress) 🛠
AI-powered shipment forecasting and decision-support framework to improve warehouse operations efficiency, reduce shipment delay risks, and optimize logistics costs at scale.

🏬 Data Engineering / Data Warehouse

End-to-End Retail Data Warehouse (In Progress) 🛠
End-to-end retail analytics project covering raw data ingestion, ETL pipelines, star-schema data warehouse modeling, SQL analytics, demand forecasting, and decision-oriented dashboards.

🗄️ SQL / Database

SQL Database Analysis (EC2 + Apache + CGI + MariaDB)
Built a web-based SQL query system deployed on AWS EC2, including query execution, price filtering, and Excel export.
Olist SQL Analytics (In Progress) 🛠
Advanced SQL analytics project using the Olist Brazilian e-commerce dataset, focusing on KPIs, cohorts, and funnel analysis.

🧠 Business Analytics / Decision Modeling

Customer Churn Decision Analytics (In Progress) 🛠
Decision-oriented churn analytics project focusing on cost-sensitive modeling, threshold optimization, and profit-based intervention strategies beyond pure prediction.

🏢 ERP / SAP

SAP S/4HANA Labs – ERP Process & Cost Flow Analysis
Hands-on SAP S/4HANA labs using the Global Bike dataset, covering O2C, MM, PP, CO, and integrated ERP process flows.

📊 BI / Visualization

Tableau Visualization Projects
Business dashboards and analytics visualizations created with Tableau.

🌐 Web Data

JFK Airport Web Scraping
Automated web scraping pipeline for airport-related data collection and analysis.

🤖 Machine Learning

Bitcoin Price Regression
Regression-based modeling project for analyzing and predicting Bitcoin price trends.

⚾ Sports Analytics

Moneyball Analysis (Python, Data Manipulation, Visualization)
Sports analytics project exploring performance metrics and team optimization insights.
EPL Match Prediction System (PCA/MDS, Clustering)
Football match prediction project using dimensionality reduction and clustering techniques.

Professional Affiliations

Member, Association for Computing Machinery (ACM)
Member, ACM SIGKDD (Special Interest Group on Knowledge Discovery and Data Mining)

Focus Areas

Data Analytics & Machine Learning
Predictive Modeling & Optimization
Data-Driven Decision Making

Popular repositories Loading

hyuntaepark-gh hyuntaepark-gh Public

Data Analyst focused on data visualization, business insights, and end-to-end analytics using Python, SQL, Tableau, and SAP.

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hyuntaepark-gh.github.io hyuntaepark-gh.github.io Public

Personal portfolio website showcasing data analytics, machine learning, and visualization projects.

HTML 1
Ai-Warehouse-Shipment-Forecasting Ai-Warehouse-Shipment-Forecasting Public

An AI-powered shipment forecasting and decision-support framework designed to improve warehouse operations efficiency, reduce shipment delay risks, and optimize logistics costs at scale.

1
JFK-Airport-Web-Scraping JFK-Airport-Web-Scraping Public

Web scraping and analysis of JFK Airport flight data to explore airline and seasonal delay patterns.

Jupyter Notebook
Bitcoin-Price-Regression-Analysis Bitcoin-Price-Regression-Analysis Public

Regression-based analysis of Bitcoin price movements using U.S. market indicators and Python.

Jupyter Notebook
EPL-Team-Style-Analysis-Match-Prediction-System EPL-Team-Style-Analysis-Match-Prediction-System Public

Unsupervised machine learning analysis of EPL team playing styles with match outcome prediction.

Jupyter Notebook