Matthew Allpass

DevOps/MLOps-leaning generalist SWE | B.S. in CS from CSU

CS graduate with hands-on experience in full-stack development, CI/CD pipelines, and applied machine learning. Seeking entry-level SWE role with scope across infrastructure and ML deployment.

Skills

Proficient In

PythonPython
JavaJava
Spring BootSpring Boot
FastAPIFastAPI
PostgreSQLPostgreSQL
GitHubGit & GitHub
PyTorchPyTorch
PandasPandas
NumPyNumPy
scikit-learnscikit-learn

Familiar with

JavaScriptJavaScript
HTMLHTML
CSSCSS
ReactReact
DockerDocker
GitHub ActionsGitHub Actions
SupabaseSupabase
UnityUnity
CC
C++C++
ML-AgentsML-Agents

Personal Project

Credit Card Fraud Detection System

A full-stack pipeline for fraud detection using a specific Kaggle dataset of 284k transactions. Built to simulate a production fraud system with versioning, CI/CD, and retraining workflows.

Tech Stack: React, FastAPI, Supabase, PostgreSQL, Docker, GitHub Actions, MLflow

School Projects

VR Multimodal UI Panel (Unity)

Solo capstone project comparing user control vs ML control of a UI panel in a VR escape room using Unity and ML-Agents.

Tech: Unity, C#, ML-Agents, User Studies, VR Interaction

Agile Software Projects (CS315 & CS415)

Two semester-long team projects in Java and JavaScript using Scrum. Focused on product development, testing (JUnit, Mockito), Agile practices, with rotating scrum leaders and demo experience.

Tech: Java, JavaScript, JUnit, Mockito, Agile, GitHub

Networking Quiz Show Game

Multiplayer TCP-based quiz game with client/server architecture and optional PyQt5 GUI. Demonstrated real-time message sync and dynamic join mid-game.

Tech: Python, Sockets, PyQt5

Castcadle (Wordle Clone)

Built in 2 days as a personal full-stack hackathon project inspired by the Wordle. Features: User tracking, browser storage, and hosted/deployed on personal server.

Tech: Java, Spring Boot, React, HTML, CSS, Deployed Hosting

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