Professional portfolio · 2026
Research depth.
Builder’s instinct.
Ph.D. candidate, data scientist, security researcher, educator, and product builder working across trustworthy AI, machine learning, agentic systems, IoT security, predictive analytics, and decision support.
Profile
Intelligent systems grounded in real problems.
I combine academic research with hands-on product development. My work spans AI security, voice-assistant and IoT ecosystems, predictive maintenance, natural-language systems, and analytics for complex environments.
I have designed production data and machine-learning solutions, taught systems administration and security, mentored student researchers, and published at leading security venues.
Selected work
Products built to inform, teach, and act.
A focused selection of working applications. The projects presented here represent the breadth of academic, instructional, and industry interests that can be enhanced, optimized, and transformed through the strategic integration of artificial intelligence. Please direct questions to Jeffrey's digital twin.
Data Driven Solutions
Data Driven Solutions is the primary home for my AI, machine learning, data science, and analytics consulting work. We serve small, medium, and large organizations across industries, transforming complex operational and data challenges into practical, measurable solutions.
Each engagement follows an in-depth game plan that we oversee from beginning to end, including exploratory research, data corralling and preparation, business and workflow mapping, hypothesis development and testing, solution design, prototyping, implementation, validation, optimization, and final delivery. Clients receive a continuous, managed path from initial problem definition to a tested, operational product.
Visit Data Driven SolutionsAI & Data Project Hub
The Project Hub is an interactive visual map of my AI, machine learning, data science, analytics, research, education, and experimental projects. It displays the work as a connected graph, making the relationships and shared technologies between individual projects visible at a glance.
Each node includes a project description and direct destination link, making the hub a central starting point for exploring the complete ecosystem and understanding how individual systems connect to broader research, commercial, educational, and creative initiatives.
Explore the Project HubAI Academy
An approachable AI-driven learning hub that turns AI concepts into clear, practical lessons. Used to disseminate AI knowledge and skills to learners at all levels, from beginners to experts.
Launch project ↗Cognition Curator
An agentic research and content system for shaping thoughtful technical articles based on top-tier academic publications.
Launch project ↗Campaign Builder Pro
An AI-assisted workspace for campaigns, messaging, and creative direction. The goal of this project was to guide business agents through the development, creation, and implementation of professionally designed advertising campaigns.
Launch project ↗Business Optimize AI
Decision-support system designed to identify operational opportunities and recommend actionable business strategies for optimizing workflows, governance, and organizational efficiency. The goal of this project was to make the advantages of data science accessible to individuals and organizations that might otherwise lack the resources or expertise to leverage them.
Launch project ↗Bay Trends
AI-driven collectible marketplace intelligence that surfaces pricing, supply, and directional signals. The goal of this project was to gain knowledge of specific collectible markets for the purpose of investment.
Launch project ↗CollectiAgent: Market Suite
The CollectiAgent Market Suite is an AI-powered collectibles research ecosystem designed to help users discover hard-to-find items and make more informed buying, selling, and valuation decisions. It combines intelligent multi-marketplace discovery with pricing analysis, comparable sales, market trends, liquidity indicators, and monitoring tools to transform fragmented marketplace data into actionable collectible intelligence.
Launch project ↗TableTop Labs: Boardgame Analyzer
Tabletop Lab: Boardgame Analyzer is an AI-powered playtesting and game-design analysis platform that transforms rulebooks into simulated gameplay experiments. A configurable team of AI testing agents models the game, runs repeated playthroughs, identifies balance issues, dominant strategies, pacing problems, rule ambiguities, and potential failure modes, then produces a decision-ready report with findings and recommended design improvements.
Launch project ↗TableTop Labs: Boardgame Marketplace Analyzer
The Board Game Marketplace Analyzer is an AI-powered market intelligence tool designed to evaluate the commercial landscape surrounding a board game before it enters the market. It analyzes a game’s rulebook, identifies comparable titles using a transparent similarity model, and examines marketplace supply, pricing, and supporting evidence to produce a confidence-scored market assessment.
Launch project ↗Bad Wizard
Original games, publishing, media, and character-driven interactive experiences. This ecosystem of marketplaces and data-driven tools was designed and developed as a creative outlet, a real-world testing ground for AI technologies, and a source of supplemental income.
Visit Bad Wizard ↗EigenBytes
An AI-driven research and education platform designed to make complex topics in artificial intelligence, machine learning, data science, and AI security more accessible and practical. It combines research-informed articles, tutorials, interactive tools, and AI-powered learning experiences to bridge the gap between academic knowledge and real-world application. Visit EigenBytes ↗
PhysicsBytes
PhysicsBytes is an AI-driven research and education platform designed to make complex concepts in physics more accessible, engaging, and practical. It combines peer-reviewed research with AI-powered content generation to create dynamic articles, tutorials, and learning resources that evolve as users explore new topics. Visit PhysicsBytes ↗
MathBytes
MathBytes is an AI-driven research and education platform designed to make complex mathematical concepts more accessible, engaging, and practical. It combines research-informed content with AI-powered tools to generate dynamic articles, tutorials, and learning resources that evolve as users explore mathematics at different levels of complexity. Visit MathBytes ↗
Research
Security, machine learning, and connected systems.
Published work includes voice-assistant policy violations, certification trust, privacy-preserving authentication, IoT device profiling, and financial time-series modeling.
SkillDetective: Automated Policy-Violation Detection of Voice Assistant Applications in the Wild
Dangerous Skills Got Certified: Measuring the Trustworthiness of Skill Certification
A Methodological Framework for Validating ZKP Authentication Processes
Configurable Anonymous Authentication Schemes for the Internet of Things
Professional network
Profiles, writing, code, and creative work.
Links moved from the landing page now live here with the rest of the portfolio.
Google Scholar
Publication record, citations, and scholarly work.
View profile ↗ResearchGate
Research profile, papers, and academic network.
View profile ↗Experience, professional updates, and collaboration.
Connect ↗GitHub
Repositories, experiments, and technical projects.
View code ↗Replit
Interactive applications and rapid product experiments.
View profile ↗Inspo
An additional professional representation, public profile, and publishing platform (username: jeffreyyoung).
Open profile ↗Documents
Professional and academic materials.
Current documents for hiring, academic review, speaking, teaching, and collaboration.
Resume
Download ↓Expanded Resume
Download ↓Curriculum Vitae
Download ↓Research Statement
Download ↓Teaching Statement
Download ↓Connect
Let’s build something useful.
I’m interested in research collaboration, applied AI projects, university teaching, consulting, and thoughtful conversations about intelligent systems.