Selected GitHub work

Jon Komperda, PhD

High-performance computing, automation, engineering education, and AI-driven tools.

This page highlights the GitHub repositories that best represent my work across engineering curriculum development, computational fluid dynamics, scientific software, and applied AI workflows.

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Engineering education
AI and ML applications
CFD and HPC
Scientific computing

Selected repositories

Representative projects from my GitHub profile

These four repositories are the clearest snapshot of the work I most want visitors to see first: practical curriculum tools, AI-focused instructional examples, and long-running CFD software.

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Curriculum Tool

HTML

UICMIECoursePlannerTool

A course selection tool for the UIC Mechanical and Industrial Engineering curricula, designed to help students navigate sequencing, planning, and degree requirements more clearly.

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AI in Education

MATLAB

UICMIE-AI_in_class_initiative

A collection of examples showing how AI and machine-learning methods can be introduced across the mechanical and industrial engineering curriculum in ways that are practical for teaching and classroom discussion.

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CFD Solver

Fortran

SimpleMAC

A research-oriented marker-and-cell CFD solver for incompressible flow, built as a serious computational fluid dynamics codebase with room for continued numerical, modeling, and high-performance computing work.

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Python Interface

Fortran

PySimpleMAC

A Python-facing companion to the SimpleMAC solver ecosystem that makes the underlying CFD work more approachable through scripting, interface tooling, and project documentation.

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