Ayumu Yamagishi

Student

B.A. Information & Computer Science with Data Science certificate at the University of Hawaii at Manoa. I expect to graduate in Spring, 2025.


Interests: Data Science, Machine Learning, Artificial Intelligence


Projects

Regression by Test Scores 2022

I created a graph to show any coefficient relations among the subjects.

Python Data Analysis Jupyter Notebook

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Capture Hand Written Number 2022

I created a machine learning model using sklearn module with sample hand written number datasets.

Python Jupyter Notebook Machine Learning

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Black Jack Game 2022

I created a black jack game application.

Python Jupyter Notebook

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Essays

Powerful Tools in Software Engineering

09 May 2024

Overview Configuration Management User Interface Frameworks Configuration Management Configuration management system is a helpful tool for large scale application development. In the recent decade, GitHub is one of the most powerful configuration management systems which helps developers and engineers in...

Software Engineering Configuration Management User Interface Frameworks

Takeaways from using AI in a class

01 May 2024

I. Introduction Generative AI such as Chat-GPT or GitHub Copilot have appeared in a few recent years. Those AI tools have been changed the world dramatically. In this essay, we are going to discuss how to take advantage of those...

Use of AI Software Engineering

Design patterns help your

25 Apr 2024

Overview Functional Aspects of Design Patterns Design Patterns in Object-Oriented Programming Functional Aspects of Design Patterns Creation Patterns: Creation patterns deal with object creation mechanisms. Singleton: Ensures a class has only one instance and provides a global point of access...

Design Patterns Software Engineering Object-Oriented Programming

Final Project Idea

28 Mar 2024

Title: SkillSwap Authors: Byron Soriano Ayumu Yamagishi Cristian Milanes LaToya Gonzales Jayrell Allen Ballesteros Isaac Segawa Overview: The problem: College students struggling to find mentors and peers who wish to reach out and learn certain interests but don’t know how...

Software Engineering Meteor

Web design for everyone

22 Feb 2024

Reasons for Using a UI Framework The primary reason for using a UI framework is to save the time for development. The framework allows for the implementation of designs without writing the same code as the original. Unless you have...

Bootstrap HTML/CSS UI Framework

Collaborative programming

08 Feb 2024

What is the advantages of coding standard? One of the definitions of the coding standard says that it is a guideline to allow you and your colleagues to work effectively by defining some rules corresponding to a project. Since I...

coding standard group(team) projects

See all 8 essays