Luca Mawyin
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Luca Mawyin

AboutProjectsTech I UseExperienceResume

About Me

Hi, my name is Luca Mawyin. I am currently a second year Computer Science student at McMaster University. I enjoy creating full stack web applications, with a clean, responsive UI, and seamless backend integration. Other areas of interest include computer vision and machine learning.

I am interested in sports (especially hockey), listening to and writing music, and learning about human anatomy and physiology. I love meeting new people and trying to make a meaningful positive impact on the world.

Luca Mawyin

Featured Projects

Sign-To-Speech

Computer Vision

Project 34

A real-time computer vision application implementing a custom YOLOv26m model to convert sign language to speech.

Languages:Python
Libraries:OpenCVUltralyticsMediaPipe
Tools:YOLOv26

BlackjackCV

Computer Vision

Project 21

A computer vision program implementing a custom trained YOLOv26l model to both recognize and classify playing cards to help the user play blackjack.

Languages:Python
Libraries:OpenCVUltralytics
Tools:YOLOv26CVAT

Slop Watch

Machine Learning

In Progress
Project 73

A sports analyics platform that uses machine learning and data analysis to predict which upcoming games are likely to be the biggest stinkers and allows users to schedule them in their calendars.

Languages:PythonTypeScriptHTMLCSS
Libraries:ReactTailwind CSSFlaskSportsDataversePandasScikit-learnJoblib

Personal Portfolio

Fullstack

Project 63

A self-managed fullstack portfolio platform with a custom CMS, project publishing workflow, session authentication, and a custom 2FA system. Features dynamic content management, and automated reliability monitoring and recovery.

Languages:TypeScriptHTMLCSSSQL
Libraries:Next.jsReactTailwind CSS
Tools:OpenNextCloudflare WorkersCloudflare D1Cloudflare R2Cloudflare Cron TriggersResend

LuTeX

Tool

Live
Project 57

A fullstack web application that uses a custom, intuitively designed language using regex parsing to allow users to generate and download LaTeX PDFs.

Languages:PythonLaTeXTypeScriptHTMLCSS
Libraries:ReactNext.jsTailwind CSSFlaskPyLaTeXregex
Tools:OpenNextCloudflare WorkersAWS EC2GitHub Actions

Other Projects

Resume Generator

Tool

Live
Project 56

A React and Python web application that converts user information into LaTeX documents, compiling them into downloadable PDF resumes.

Languages:PythonLaTeXTypeScriptHTMLCSS
Libraries:ReactNext.jsTailwind CSSFlaskPyLaTeX
Tools:OpenNextCloudflare WorkersAWS EC2GitHub Actions

Client Portfolio and Article Publishing Platform

Fullstack

Live
Project 20

A fullstack media portfolio with a custom CMS, session authentication, custom 2FA, and article publication workflow.

Languages:TypeScriptSQLHTMLCSS
Libraries:Next.jsReactTailwind CSS
Tools:OpenNextCloudflare D1Cloudflare WorkersCloudflare R2ResendYouTube Data API

Discussion Forum

Fullstack

Project 17

A fullstack student discussion forum, allowing for code sharing by formatting text using markup. Features custom user authentication and role-based permissions to manage users and content.

Languages:JavaScriptPHPSQLHTMLCSS
Tools:MySQLApacheXAMPP

Derivative Calculator

Tool

Project 16

A functional program that evaluates, derives, and simplifies functions.

Languages:Haskell
Libraries:QuickCheck

Tetris

Game

Live
Project 14

A web-based Tetris game that locally saves users' high scores.

Languages:JavaScriptHTMLCSS
Tools:Cloudflare Pages

Tech I Use

Languages

TypeScriptJavaScriptPythonJavaC/C++C#AssemblyPHPGoHaskellHTMLCSSSQLLaTeX

Libraries & Frameworks

ReactNext.jsNode.jsTailwind CSSArduinoOpenCVPyTorchMediaPipeQuickCheckUltralyticsFlaskPyLaTeXregexNumPyPandasScikit-learnSportsDataverseJoblib

Tools

GitGitHubGitHub ActionsLinuxCVATMySQLSQLiteCloudflare D1Cloudflare R2Cloudflare WorkersCloudflare PagesCloudflare Cron TriggersAWS EC2ResendYouTube Data APIApacheXAMPPYOLOv26OpenNext

Experience

B.A.Sc Computer Science

Sep 2024 - Present
McMaster UniversityHamilton, ON
Education
  • Computer Science student forming strong foundations in software development and computational thinking.
  • Pursuing a minor in Psychology
  • Relevant courses: Algorithms & Software Design, Databases, Data Structures & Algorithms, Software Design Using Web Programming.

Computer Engineering Technology

Sep 2023 - Dec 2023
Humber CollegeToronto, ON
Education
  • Studied foundational concepts in computer engineering, including programming, hardware systems, and electrical and digital circuits.
  • Dean’s Honor List Fall 2023
  • Relevant Courses: Electrical & Digital Circuits, Computer Hardware & Operating Systems.

Certificates

UX Design

Aug 2026
Google
Certificate
  • Applied the UX design process through user research, ideation, wireframing, prototyping, testing, and iteration.
  • Conducted UX research and applied user-centered, accessible, and inclusive design principles.
  • Created end-to-end UX projects and a professional portfolio showcasing design solutions.