Machine Learning

An innovative and comprehensive model structure that detects change-of-point and classify sessions of fingerprints to a game label with Transformer, Approximate Nearest Neighbor, and XGBoost.

A capstone project to analyze the factors that impact Airbnb listings’ revenue and demand, and help Airbnb hosts to optimize pricing strategy.

A full-stack project composed of data cleaning, signal prediction, and trading strategy back test for high frequency trading.