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mattabe212400/README.md

Hi, I'm Matt Abraham

Management Information Systems @ Iowa State University Minor in Applied Artificial Intelligence & Data Science

I build technology, analytics, and AI solutions that help organizations operate more efficiently and make better decisions.

I'm passionate about solving real operational problems through technology. Whether it's replacing manual processes with software, building analytics platforms that transform raw data into actionable insights, or experimenting with AI-powered tools, I enjoy taking an idea from "there has to be a better way" to something people can actually use.

Most of what I build sits at the intersection of business, data, and technology. My interests include operations, business analytics, AI, product development, and the systems that help organizations run more effectively.


What I'm Building

ATO Executive System — Operations Management Platform

Role-based operations platform built to solve a real organizational problem

As Vice President of a 160+ member fraternity, I repeatedly encountered the same challenges: attendance was tracked in spreadsheets, recruitment information was scattered across multiple tools, officer transitions depended on institutional memory, and there was no centralized way to manage operations.

Rather than accepting those inefficiencies, I built a solution.

ATO Executive System is an operations management platform designed to replace disconnected spreadsheets, manual workflows, and fragmented systems with a single source of truth. The platform is currently deployed and actively used by the organization, making it the most impactful project I've worked on.

Impact

  • Consolidated 8+ operational processes into a centralized platform used by a 160+ member organization
  • Replaced spreadsheet-based attendance tracking with automated reporting and accountability workflows
  • Created a centralized system for recruitment, finance, academics, judicial operations, and officer transitions
  • Improved executive visibility through real-time dashboards and organization-wide reporting
  • Reduced reliance on institutional knowledge by documenting processes and role-specific responsibilities

Highlights

  • Role-based permissions across 20+ operational modules
  • Real-time attendance tracking, event management, and accountability reporting
  • Finance management for dues, fines, payment plans, and budgets
  • Judicial board case management workflows
  • Meeting notes with structured officer reports and action items
  • Recruitment CRM with pipeline tracking and bid scoring
  • Officer transition hub with role-by-role documentation
  • Analytics dashboards measuring engagement, participation, and organizational health
  • Firebase Authentication and Firestore with real-time multi-user synchronization

Tech Stack: JavaScript · Firebase · Firestore · HTML/CSS · Vercel


IronSync — AI Fitness Agent

AI-powered fitness platform with personalized workout generation and intelligent coaching

Finding a training program that actually fits an individual's goals, schedule, experience level, and available equipment is more difficult than it should be.

IronSync generates personalized training programs using Gemini AI and provides an intelligent coaching interface that allows users to modify workouts, swap exercises, adjust for recovery, and plan progression without rebuilding their entire program.

The project was designed to explore how AI agents can create more personalized user experiences by combining workout generation, coaching, progress tracking, and long-term training adaptation into a single platform.

Highlights

  • Google Authentication through Firebase with user-specific data isolation
  • Gemini 2.5 Flash generates personalized weekly training plans from a guided intake process
  • Multi-agent coaching system for workout modifications, exercise substitutions, recovery planning, and progression guidance
  • Workout tracking with streak monitoring and activity analytics
  • Progress dashboard with muscle volume tracking, split balance analysis, and training history
  • Mobile-responsive interface with adaptive layouts and navigation
  • Full-stack deployment with React frontend and Node/Express AI backend

Tech Stack: React · Vite · Node.js · Express · Firebase Auth · Firestore · Gemini AI · Tailwind CSS · Vercel · Render


Bearlytics — Chicago Bears Business Intelligence Platform

End-to-end analytics project covering 10 NFL seasons (2016–2025)

Organizations generate massive amounts of data, but data only creates value when it supports decision making.

Bearlytics applies business intelligence principles to ten seasons of Chicago Bears football data, treating the organization as a business and transforming raw data into executive-level reporting. The project was designed to simulate how organizations leverage data warehouses, analytics platforms, and dashboards to support strategic decisions.

What I Built

  • Python ETL pipeline ingesting and transforming nflverse data across ten seasons
  • Automated validation process covering 1,846 records with zero final errors
  • 9-table SQLite star schema designed for analytical reporting
  • 15 business-focused SQL queries and 7 reusable reporting views
  • Power BI semantic model containing 30+ DAX measures
  • Five executive dashboards covering team performance, player analytics, roster investment, and league benchmarking

Tech Stack: Python · pandas · SQLite · SQL · Power BI · DAX · nflverse


Leadership & Organizational Experience

Beyond academics and projects, I serve as Vice President and Chair of the Judicial Board for a 160+ member organization.

In that role, I oversee internal operations, accountability systems, executive coordination, reporting processes, and organizational initiatives. Working closely with officers, committees, and members has given me firsthand experience with the challenges organizations face when managing information, processes, and people at scale.

Many of the ideas behind OpsCore originated from problems I encountered in this role.

Leadership Highlights

  • Vice President of a 160+ member organization
  • Led the development and deployment of a chapter-wide operations platform
  • Directed accountability and judicial processes
  • Coordinated executive reporting and organizational initiatives
  • Managed projects involving multiple officers, committees, and stakeholders
  • Implemented systems focused on operational efficiency, transparency, and accountability

This experience taught me that successful technology projects are not just about writing code—they're about understanding people, improving processes, and building systems that make someone's job easier.


Technologies

Analytics

Power BI • Excel • SQL • DAX • pandas

Development

JavaScript • Python • HTML/CSS • React • Node.js • Express

Cloud & Data

Firebase • Firestore • Azure AI • Vercel • Render

Tools

Git/GitHub • FastAPI • Chart.js


What's Next

I'm continuing to expand these projects while exploring AI, analytics, operations, and modern software development.

This GitHub serves as a record of what I'm building, what I'm learning, and how I'm applying technology to solve real-world business problems.


Currently Seeking

Summer 2027 internships in:

  • Management Information Systems
  • Business Analytics
  • Technology Consulting
  • IT & Operations
  • Product & Business Analysis
  • Systems & Process Improvement

Always interested in connecting with professionals, students, and builders who are passionate about technology, analytics, and operational excellence.

Pinned Loading

  1. ATO-Executive-System-Demo ATO-Executive-System-Demo Public

    Role-based chapter management platform that brings operations, analytics, member management, and leadership workflows into one centralized system.

    JavaScript 3

  2. Bearlytics Bearlytics Public

    Full-stack BI project analyzing 10 seasons of Chicago Bears performance (2016–2025). Built end-to-end: Python ETL pipeline → SQLite star schema → Power BI dashboard with 30+ DAX measures across 5 i…

    Python 1

  3. IronSync IronSync Public

    Full-stack AI fitness agent — React, Node.js, Gemini, Firebase

    JavaScript 1