Projects

Open the interactive projects view

Explore my AI products, analytical work and experiments. Each project explains what I built, how it works and what I learned.

Workspace Kit

I wanted to stop explaining my projects from scratch every time I opened a new AI chat. Workspace Kit gives the work a place to live, a way to stay current, and a starting point for the next conversation.

My role: Product architecture, workflow design, testing and iteration with AI-assisted implementation across Claude and Codex.

AI Quality and Release Verification

At The Home Depot, I built a workflow to check the numbers in AI-generated sales presentations, turn discrepancies into engineering handoffs, and verify that fixes were correct for the business.

My role: Validation design, business verification and workflow development with AI coding agents. Engineering implemented product fixes.

VizGrind

I wanted one place for my plans, workouts, food, money, and reflection. VizGrind is the personal operating system I’m building around that.

My role: Product direction and iteration with AI-assisted development.

Align9

For a University of Tennessee honors-course team project, I built Align9 to help people find local services and give staff a practical way to keep the information current. Our team shaped the direction together through research and feedback.

My role: I built the application. Our team worked together on user research, feedback and understanding the direction.

Product Recommendations and Bundle Builder

During my Home Depot internship, I turned purchase patterns into recommendation rules and a bundle-builder prototype. Merchants could inspect why an item belonged on a project list, and engineering received the data and rules behind those decisions.

My role: Data preparation, recommendation rules and product direction with AI-assisted implementation. A teammate contributed bundle rules; engineering built the retrieval prototype.

Love’s Wage Analysis

At Love’s, I saw employees carrying more responsibility for less pay than nearby employers. I researched 85 local companies and made the case to regional leadership for a $1.50 starting-wage increase. Broader district increases followed.

My role: I led the wage research, wrote the recommendation and presented the case to the regional vice president during our business review.

NBA Player Sentiment Engine

Basketball conversations are full of sarcasm, slang and context. I explored what happens when sentiment tools try to turn that conversation into a score, and where those scores stop being useful.

My role: Coursework analysis and model-comparison project published in my portfolio repository.

Beyond Agreement

For my AI 201 class, our team explored what happens when AI agrees with something it should question. Beyond Agreement turns our proposal into an interactive walkthrough, from the first response to correction and review.

My role: Project direction, writing integration and visual experience for our course team, with AI-assisted development.

Vivalingo

I wanted language practice to feel closer to a conversation I might actually have. Vivalingo combines useful phrases, recall practice and an AI speaking tutor with a review schedule that keeps bringing important material back.

My role: Product direction, learning-flow design and iteration with AI-assisted development.

BreakPoint

It is easy to get excited about an idea before testing what has to be true for it to work. BreakPoint gives that excitement some structure: define the venture, clarify the assumptions and look for the point where it breaks.

My role: Concept, system design and evaluation framework, with AI-assisted implementation.

This portfolio

I wanted this space to feel like me: imaginative, curious, and always building. The projects, the way you move between them, and the site itself are all part of that story.

My role: Creative direction, product decisions, and iteration with AI-assisted development.

Shopping Assistant Insights

During my Home Depot internship, I built a local dashboard that grouped shopping-assistant conversations, surfaced unanswered needs and made the underlying exchanges easier to inspect. It gave a reviewer a starting point beyond reading logs one by one.

My role: Solo prototype direction and development with AI-assisted implementation.

Traffic-Fatality Analysis

For a team data-analytics project, I modeled federal fatal-crash records and built visualizations of collision patterns. My teammate prepared the data; I turned it into descriptive comparisons and a classifier, with clear limits on what the results could explain.

My role: I handled modeling, insights and visualizations. My teammate sourced and cleaned the dataset.

AI Email Evaluation

At The Home Depot, I am building a test set and evaluation workflow for AI-written business emails. The first question is what a good email needs to contain. A domain expert’s rubric gives us a standard to test against before trying to improve the model.

My role: Evaluation workflow and test-pack development with AI coding agents, using a senior analyst’s rubric and domain feedback.