Projects

The PacMan Project

The PacMan Project

The PacMan Project implemented AI techniques, including search algorithms, probabilistic inference, and reinforcement learning, in Pac-Man, resulting in enhanced game performance and demonstrating strong problem-solving and critical thinking skills

PythonPyTorch
Forecasting Asthma and Analyzing COPD Prevalence

Forecasting Asthma and Analyzing COPD Prevalence

Analyzed the causal relationship between PM2.5 concentration and increased COPD prevalence in adults

PythonNumpy/PandasSQL
BYOW

BYOW

Build Your Own World by using Java and Std Draw library

Java
Ham / Spam mail Classification

Ham / Spam mail Classification

Developed a machine learning model to classify emails as ham or spam

PythonNumpy/PandasSQL

Education

Data Science, University of California, Berkeley

2024

Graduated with a degree in Data Science, gaining strong skills in machine learning, statistical analysis, and data engineering. Proficient in Python, R, and SQL, with hands-on experience in data analysis, visualization, and building data pipelines.