Matthew Allpass

M.S. Computer Science Student | Arizona State University online

Currently pursuing an M.S. in Computer Science at Arizona State University online part-time following obtaining my B.S. in Computer Science from Colorado State University. I am seeking my first professional position while I complete my M.S. online.

Technical Skills

Programming Languages

Java, Python, JavaScript, C++, C#, SQL, Bash

Back-End & Frameworks

Spring Boot, FastAPI, Node.js, Unity

Front-End

React, HTML, CSS

Machine Learning

CNNs, LLMs, RAG Pipelines, PyTorch, scikit-learn, TensorFlow, MLflow

Cloud & DevOps

AWS (ECS, S3, CloudFront), Docker, GitHub Actions, CI/CD

Testing & QA

JUnit, Mockito, Selenium, PyTest, Postman, Playwright

Tools & Databases

Git, GitHub, Supabase, PostgreSQL, Linux/Unix, Windows, MacOS, AI-Assisted Development

Featured Projects

Credit Card Fraud Detection System

Personal Project MLOps Deep Learning Full-Stack

Engineered an end-to-end pipeline for detecting fraud in an imbalanced 284k transaction dataset. Achieved 92% AUPRC using a custom PyTorch Deep Neural Network. Features automated model versioning with MLflow, containerized and automated deployment via Docker and GitHub Actions to a Render server, a React front-end for data ingestion and results visualization, with a FastAPI back-end for processing.

NFL Weekly Picks Application

Personal Project AWS Infrastructure Cloud-Native DevOps

Architected a live full-stack application hosted on AWS. Utilized S3/CloudFront for the frontend and ECS (Fargate) for the containerized FastAPI backend. Implemented automated scoring updates via Python cron jobs and monitored logs for a dozen active users.

VR Multimodal UI Research Study

Academic Project Unity/C# HCI Research ML-Agents

Developed a VR puzzle room for Meta Quest 3 to evaluate UI placement techniques. Authored a research paper for a capstone project analyzing a 10-participant study where manual multimodal control (gesture and voice) outperformed RL-based adaptive control by 30% in task completion speed.

Company Management System

Academic Project Full-Stack Agile/Scrum QA Rigor

Collaborated in a 5-person team over 5 months to build a Spring Boot/React company management system following Agile/Scrum methodologies. Achieved 95% code coverage by integrating TDD, Mockito, and mutation testing.

Networked Quiz Game

Academic Project Python Sockets Low-Level Networking

Built a multiplayer quiz game in Python leveraging low-level TCP sockets for real-time networking. Designed both the server and client logic to handle connections, broadcast questions, collect answers, and maintain score state across players. Included optional GUI support and focused on network protocol handling and game flow synchronization.

Castcadle

Personal Project Rapid Prototyping AI-Assisted Project Self-Hosting

A full-stack Wordle clone developed within 48 hours to showcase high-velocity development via AI-assisted coding workflows. Managed the full lifecycle from browser storage logic to on-premise self-hosting.

Personal Silhouette