🐈: I adopted Luna, a female gray&white domestic shorthair in April, 2024.

🎮: I’m a 10-year faithful fan of DOTA2.

My DOTA2 project: Draft-Based DOTA2 Winning Camp Prediction Article

• Predicted the winning camps of the video game DOTA2 with 16K+ matches crawled by Selenium and Scrapy.
• Researched on DOTA2 winning prediction papers and applied HIN2Vec graph embedding to transform the hero relationships into features. Conducted feature engineering and built a set of predictors such as XGBoost (F1 Score 0.64).