Jon HughesAI + EdTech Systems

Work

Selected systems and initiatives

A short case-study view of practical work across AI-assisted development, operational systems, classroom systems, staff training, and technical education.

AI-Assisted Systems / Educational Technology

SlimLED

Educational and operational platform concept

AI-assisted classroom communication and operational notification platform integrating ESP32 and Raspberry Pi hardware concepts with synchronized digital displays, timers, alerts, and workflow notifications.

Problem

An existing WLED-based setup was limited for classroom timing, dismissal, alerts, and operational communication.

Approach

Co-developed a custom system concept supporting digital clock display, countdown timer, stopwatch, color-coded school alerts, custom sounds, alert concepts, synced network clocks, and possible expansion to desktop, mobile, and wearable triggers.

Impact

Improved classroom communication, operational timing, visual notifications, and emergency alert concepts across a shared educational environment.

ESP32Raspberry PiLEDsAI-assisted developmentNetworked devicesClassroom operations

Operational Systems / Technical Education

AI-Assisted Help Desk Platform

Instructional support platform concept

Self-hosted instructional support platform concept designed with AI-assisted development to support customizable classroom-controlled help desk workflows.

Problem

Classroom support workflows need more flexibility than generic cloud tools often provide, especially when instruction, troubleshooting practice, workflow ownership, and iterative feature expansion are part of the learning environment.

Approach

Designed a self-hosted instructional support platform using AI-assisted development to explore customizable ticket workflows, classroom-controlled systems, reduced cloud reliance, operational flexibility, and iterative AI-assisted feature expansion.

Impact

Creates a practical technology solution for teaching support operations while giving the classroom more control over workflows, data boundaries, feature priorities, and hands-on technical problem solving.

AI-assisted developmentSelf-hosted systemsHelp desk workflowsWorkflow automationTechnical supportClassroom operations

Responsible AI / Educational Technology

Classroom AI & RAG Initiative

Active classroom initiative

Classroom-focused AI learning environment exploring responsible AI usage, local LLM workflows, retrieval-augmented generation, and AI-supported workflows.

Problem

Students and educators need safe, structured, regulation-aware ways to use AI in K-12 settings.

Approach

Implemented classroom-focused AI systems, local LLM exploration, and RAG workflows using school-related documentation within privacy-aware boundaries.

Impact

Supports AI literacy, responsible use, privacy awareness, and hands-on understanding of modern AI systems.

Local LLMsRAGAI toolsDocumentation workflowsK-12 technology policy

AI Training / Staff Development

AI Professional Development

Professional development work

Educator-focused AI training emphasizing responsible implementation, AI-supported workflows, productivity enhancement, and practical classroom applications.

Problem

Teachers need practical, responsible ways to use AI for productivity while respecting student privacy and applicable education laws.

Approach

Delivered AI guidance and demonstrated AI-created tools and workflows for organization, repetitive task automation, and practical classroom productivity.

Impact

Helped staff understand practical AI use, responsible boundaries, workflow innovation, and productivity opportunities.

ChatGPTCodexAI workflow toolsGoogle Workspace-style workflowsK-12 compliance awareness

Student Projects / Technical Education

Student Innovation Projects

Student-centered innovation work

Guided students through AI-assisted technical projects including Raspberry Pi games, AI-powered wearable concepts, productivity tools, character-building applications, and interactive classroom technologies.

Problem

Students need authentic, engaging technical projects that connect AI, hardware, creativity, workflow thinking, and practical problem-solving.

Approach

Mentored students through practical builds using AI as a creative and technical support tool while keeping human planning, testing, and oversight central.

Impact

Increased student engagement, technical confidence, and exposure to real-world AI-assisted creation.

Raspberry PiAI-assisted developmentHardware prototypingCoding conceptsStudent-led design

Technical Education / Workforce Development

Technical Education Program

Ongoing instructional program

Instructional program covering networking, hardware, cybersecurity, help desk systems, AI tools, virtualization, coding, and 3D printing.

Problem

Students need career-connected technology instruction with certifications, college credit pathways, internships, and practical technical confidence.

Approach

Teach technical courses and guide students toward ITF+, Tech+, A+, college articulation, and IT-related internships while connecting AI tools to practical technology solutions.

Impact

Students have earned many ITF+ and Tech+ certifications, some A+ certifications, articulated college credits, and IT-related internships.

NetworkingCybersecurityHardwareHelp deskVirtualizationAI tools

Experiments

Independent & Experimental Projects

Public-facing AI-assisted experiments, workflow concepts, and utility applications exploring practical technology solutions.

Independent Utility / Workflow Visibility

Snow Day Check

Public-facing experimental utility

Public-facing utility application exploring AI-assisted development, operational information visibility, and simplified user experience around weather-related decision support.

Problem

Families, students, and staff often need a clearer way to interpret weather-related operational information without digging through multiple sources.

Approach

Built a public-facing utility application with AI-assisted development to simplify information visibility, present a focused user experience, and explore practical workflow support around snow day conditions.

Impact

Demonstrates how a lightweight, public-facing tool can make operational information easier to scan and act on.

AI-assisted developmentPublic utility appWeather workflowsOperational visibilityVercel deployment

Independent Experiment / AI-Assisted Web App

Tiger Trends

Independent experimental project

Independent experimental AI-assisted web application exploring rapid iteration, workflow experimentation, public deployment, and practical technology concepts.

Problem

Exploratory ideas often need a fast path from concept to deployed prototype so workflows, interface assumptions, and user value can be evaluated quickly.

Approach

Used AI-assisted web application development to rapidly iterate, test workflow concepts, and publish an experimental public deployment.

Impact

Shows practical experimentation with AI-assisted development, public deployment, and workflow innovation outside a formal classroom system.

AI-assisted developmentWeb applicationRapid iterationWorkflow experimentationVercel deployment