ANTHONY LIN

Linear Algebra and Recommendation Algorithm

Lafayette College | 2023 Fall

• Researched the backbones of various streaming media platform’s Recommendation algorithms (ie Netflix’s Cinematch, Youtube)
• Acknowledged the usage of Funk Matrix Factorization and various distinct dependents(ie SVD++ & Asymmetric SVD)
• Presented to a classroom of roughly 20 students explaining the findings of the research and how different companies utilize the algorithm

Transport and Delivery Simulation on 2D Map

Lafayette College | 2023 Fall

• Created a simulation where trucks navigate without predefined roads, allowing direct and incremental movements between locations
• Designed and implemented custom generic classes for Stack, Arraylist & and Queue to efficiently manage trucks, warehouses, & and shipments
• Implemented a central clock mechanism to simulate actions on an hourly basis
  Initalized randomly generated objects at the start of the simulation to provide a more realistic simulation

Fish and Bear Eco Simulator

Lafayette College | 2023 Fall

• Designed and developed a dynamic simulation of a river ecosystem featuring autonomous entities (bears and fish) with behavior based on OOP
• Incorporated features such as randomization for natural ecosystem variability
• Implemented Circular Arrays without reliance on JAVA’s API to manage animal movements, mating, and lifecycle events
• Allowed the User to customize the length of the river and simulation cycles

Doubling Data Structural List

Lafayette College | 2023 Fall

• Designed and created a generic DoublingList class in Java, extending Java's AbstractSequentialList to manage dynamic collections efficiently
• Used linked nodes with a time complexity of O(1) for exponential capacity growth
• Implemented index-based addition and removal operations without traversing each element