Pacman AI Search Project
Implemented DFS, BFS, UCS, and A* search algorithms in the UC Berkeley Pacman framework. Designed search strategies and heuristics for maze navigation.
PythonSearch AlgorithmsA*
Portfolio
Projects
Selected coursework and technical projects in artificial intelligence, algorithms, and applied mathematics.
Gomoku AI Agent
Built a search-based Gomoku AI agent with evaluation functions and decision-making strategies for a skill-based Gomoku environment.
PythonGame AIMinimax
SVD Image Compression
Explored singular value decomposition, low-rank approximation, and their application in image compression.
Linear AlgebraSVDImage Processing
PCA / KPCA Study Notes
Studied dimensionality reduction, covariance matrices, kernel methods, and applications in face recognition.
Machine LearningPCAKPCA