Lingyuan Liu

I am currently pursuing a Master's in Computational Science at the University of Amsterdam.

My studies focus on applying computational methods to analyze and solve complex problems across various domains. I have a strong foundation in data analysis, machine learning, agent-based modeling, and complex systems. My expertise includes building scalable data pipelines, implementing predictive models, and designing simulations to understand intricate system dynamics.

I am particularly skilled in integrating computational tools with large-scale datasets to derive actionable insights. I am seeking opportunities in data engineering and machine learning where I can leverage my interdisciplinary expertise to develop innovative solutions.

• Advanced coursework in Computational Science, including machine learning, complex systems modeling, and stochastic simulations.
• Hands-on experience in building predictive models, optimizing algorithms, and conducting data analysis.
• Training in agent-based modeling (ABM) and its application to simulating social and physical systems.
• Familiarity with modern tools and frameworks such as Python, TensorFlow, Scikit-learn, and big data handling techniques.