Connected Project Hub

About Jeffrey A. Young

Professional portrait of Jeffrey A. Young
Building & researching

Research · Engineering · Education · Entrepreneurship

Jeffrey A. Young

AI Scientist · Machine Learning Engineer · Researcher · Educator · Entrepreneur

I build intelligent systems that connect academic research with real-world implementation. My work spans artificial intelligence, machine learning, security, data science, education, computational research, business applications, and creative technology. The projects in this hub are not isolated experiments—they form a connected ecosystem centered on understanding how intelligent systems can be made more useful, secure, adaptable, and human-centered.

11Years of professional experience
22Publications: 16 represented on this page
14Current research-interest areas
8Highlighted active initiatives

Connecting the ecosystem

One body of work. Many directions.

“Research produces knowledge. Engineering turns knowledge into systems. Creativity gives those systems new places to go.”

My goal is to move ideas across boundaries: from academic literature into industry, from AI research into education, from data science into decision-making, and from technical experimentation into creative experiences. The hub is a visual expression of that philosophy—each node is different, but every node contributes to the same larger system.

Enter the Hub by clicking the button in the navigation menu above and explore a living network of connected research, AI systems, software, publications, and creative projects. Each node represents a piece of my work and the connections between them tell the larger story.

MY HUB
RESEARCH
AI SYSTEMS
CREATIVE
BUSINESS

Research interests

Questions I keep returning to.

My research interests span the technical foundations of AI, the security and reliability of intelligent systems, their use in education and industry, and the economic and social questions created by broad AI adoption.

AI Model OptimizationAI Prompt EngineeringAgentic AIAI SecurityAI in Business & IndustryAI in EducationAI Core Cognitive & Technical FlawsJob Creation in the Era of AIAI EthicsData ScienceMachine LearningComputational PhysicsAlgorithmic Design & OptimizationMathematics

Active projects

Current systems in motion.

These projects represent the current edge of the ecosystem. The cards are rendered from a single JavaScript-friendly project structure so the page can be extended as new hub nodes are created.

AI + Physics

PhysicsBytes

A dynamic AI-driven physics platform that uses peer-reviewed academic physics literature to create curated blog posts and tutorials from user prompts. Each generated artifact expands and reshapes the site so its knowledge base continues to evolve.

Open project
AI + Mathematics

MathBytes

A mathematics-focused companion to Eigenbytes and PhysicsBytes, designed around dynamically generated explanations, tutorials, and research-informed mathematical content.

Open project
Research Translation

Research to Reality

A biweekly newsletter translating peer-reviewed academic literature into practical approaches for business and industry problem solving, implementation, and decision-making.

Open project
Agentic Market Research

CollectiAgent

An AI-powered collectibles research tool that searches many online sources for rare items, analyzes the results, and returns a current market snapshot. Searches can also run on predefined intervals and email newly discovered artifacts.

Open project
Predictive Analytics

CollectiMarketAnalyzer

A multi-agent market-analysis system that gathers historical collectible-market data, creates in-depth market reports, and produces price forecasts extending up to one year.

Open project
Personal AI

Digital Twin Project

A digital twin trained on personal and professional data including work and life experiences, personality, knowledge, preferences, and voice, with the goal of creating an increasingly faithful interactive representation.

Open project
Creative AI Systems

Bad Wizard Studios

A creative laboratory for board games, comics, worldbuilding, and AI-assisted entertainment. Current systems include an AI-curated board-game archive, a context-aware scene creator for Bad Wizard games, and Malgrin—a grumpy wizard chatbot trained on studio data and lore.

Open project
AI Research & Education

Eigenbytes

An AI, data science, machine learning, security, and education platform that connects research commentary, tutorials, interactive tools, and AI-assisted learning experiences.

Open project

Interactive timeline

A connected path, not a straight line.

Research foundation

Data Science, Mathematics & Applied Modeling

Early work explored data mining, financial systems, environmental reconstruction, statistical learning, authentication, and algorithmic approaches to complex datasets.

Security research

Voice Assistant Security & Privacy

Research expanded into voice-assistant ecosystems, certification failures, policy violations, user-review analysis, and methods for identifying unsafe or undesirable behavior in third-party skills.

Research → public knowledge

Eigenbytes

A publishing and educational ecosystem for AI, machine learning, data science, security, tutorials, interactive tools, and research commentary.

Research → industry

Research to Reality

A biweekly publication focused on using peer-reviewed academic literature to frame practical business and industry problems and implementation strategies.

Dynamic knowledge systems

PhysicsBytes & MathBytes

AI-driven platforms designed to continuously grow from user prompts while grounding generated educational material in peer-reviewed research.

Agentic intelligence

CollectiAgent & CollectiMarketAnalyzer

Autonomous research and analytics agents that gather market evidence, monitor changes, build structured reports, and generate forecasts for collectible markets.

Personal AI

Digital Twin Project

An ongoing experiment in modeling an individual across professional experience, personal knowledge, voice, personality, and lived context.

Creative technology

Bad Wizard Studios

A creative outlet where tabletop games, comics, AI-curated archives, contextual party tools, worldbuilding, and the Malgrin chatbot become part of the same connected studio universe.

Publications

Selected scholarly record.

The publication list below reflects the public scholarly record associated with Jeffrey Young's Clemson research profile, including security, data science, financial modeling, IoT, environmental analysis, and machine learning work.

2025

10 RNN Models for Evaluating Financial Indices: Examining Volatility and Demand-Supply Shifts in Financial Markets During COVID-19

2024

End-Users Know Best: Identifying Undesired Behavior of Alexa Skills Through User Review Analysis

2022

An RNN Model for Exploring the Macroeconomic and Financial Indicators in the Context of the COVID-19 Pandemic

2022

SkillDetective: Automated Policy-Violation Detection of Voice Assistant Applications in the Wild

2021

Mining the Impact of Social Media on High-Frequency Financial Data

2020

A Methodological Framework for Validating ZKP Authentication Process

2020

A Mediated Multi-RNN Hybrid System for Prediction of Stock Prices

2020

Discovery of Burglary Hotspots and Extraction of Their Features

2020

Dangerous Skills Got Certified: Measuring the Trustworthiness of Skill Certification in Voice Personal Assistant Platforms

2019

Configurable Anonymous Authentication Schemes for the Internet of Things (IoT)

2018

Effects of Phenotypical Patterns on Epigenetic Markers

2018

A Mining Driven Decision Support System for Joining the European Monetary Union

2018

A Hybrid System for Ranking S&P 500 Components

2017

Mining Diatom Algae Fossil Data for Discovering Past Lake Salinity

2017

Extraction of the Essential Constituents of the S&P 500 Index

2016

Extraction of Historical Water Salinity from Diatom Algae Fossils: A Data Mining Approach

Publication discovery was requested from Google Scholar. Google Scholar blocks automated profile retrieval, so this page uses the public publication record surfaced through ResearchGate and cross-checks major security papers against USENIX/ACM sources. Use the Google Scholar button above for the live Scholar profile.

Explore the network

Every project has a place in the map.

Return to the central hub to move through research sites, AI systems, creative projects, publications, professional profiles, and business initiatives as a connected nodal network.

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