Minghao Liu

Minghao Liu is a dedicated machine learning professional known for his expertise in statistics and machine learning. With a profound interest in developing data-driven solutions to tackle real-world challenges, Minghao specializes in anomaly detection, time series analysis and forecasting, and event prediction. He is well-versed in a wide range of machine learning areas, including recommendation systems, reinforcement learning, and process mining. Minghao's skills encompass statistical modeling, machine learning, big data analysis, business intelligence, and interactive visualization using Seaborn and Streamlit in Python. Minghao Liu holds a Master of Computing in Artificial Intelligence, a Master of Science in Statistics, both from the National University of Singapore, and a Bachelor's degree in Statistics with a specialization in business and finance, graduating with the highest distinction.