Projects

European soccer match prediction using machine learning (Jan 2023 ~ Present)

• Link to the Dashboard
• Link to the Github page
• About the project
• 1) Load and prepare data
• 2 - 1) EDA - Match basic information
• 2 - 2) EDA - Match player information
• 2 - 3) EDA - Match batting information
• 2 - 4) EDA - Match in-game shot information
• 2 - 5) EDA - Player information
• 2 - 6) EDA - Team information
• 2 - 7) EDA - Elo rating information
• 3 - 1) Train machine learning models to predict match results (In progress)
• 4) European soccer match dashboard

Sepsis prediction using machine learning (Jan 2023 ~ Present)

• Link to the Github page
• About the project
• 1) Prepare data
• 2 - 1) EDA - Dependent variable: Outcome
• 2 - 2) EDA - Demographic variables
• 2 - 3) EDA - Vital and Laboratory variables
• 3) Train machine learning models to predict sepsis outcome (In progress)
• 4) Sepsis prediction process dashboard (In progress)

Analysis of tennis matches using TrackNet-based neural network and YOLOv7 (Jan 2023 ~ Present)

• Link to the Github page
• About the project

Tennis club database and dashboard using Google BigQuery and Data Studio (Aug 2022 ~ Jan 2023)

• Link to the Dashboard
• Link to the Github page
• About the project
• 1) Dashboard Structure
• 2) Database & Pipeline Structure