Motion is off. Read the introduction below.
AI / Product / People
Aspiring product manager.
I turn curiosity into products, connecting AI, practical problems, and the people who use them.
Python + SQL in progress.
Hi, I’m Luke, an aspiring product manager studying MIS at UGA, with AI and entrepreneurship certificates in progress. I’m developing our OpenAI Student Collective and leading the DeFi Society. I’m building Waypoint to help newcomers find their starting point as AI tools and workflows evolve. Come explore what I’m building.
The person behind the projects
I’m a University of Georgia student exploring how AI can become useful products. I like moving between the technical details and the bigger product question: what should we build, and why?
Waypoint and Toucan are where I put that curiosity to work. Student communities, product teams, and consulting cases help me see the problem from different angles.
Read my résuméThe building blocks
The languages, tools, and ways of thinking I bring to the work.
Select a tile to explore the toolkit.
Skills, not chemical elements. Always learning, always applying.
Selected work
Two projects at the intersection of AI, research, and useful software.
Original concept artwork. Explore the product below.
MCP-native context routing for AI coding agents. I’m building versioned guidance and a retrieval pipeline that brings relevant context into the task at hand.
Versioned guidance and relevant context
Swipe or scroll to explore01 of 06
Original concept artwork.
A research interface for exploring prediction-market data and population-simulation concepts. The current showcase focuses on paper research and simulated decisions.
Paper research and simulated decisions
People. Products. Possibilities.
OpenAI Student Collective
Helping build a cross-disciplinary AI community through workshops, build sessions, and student programming.
Avaron AI
Turning customer feedback into product input, shaping launch messaging, and coordinating work across teams.
EY technology consulting case program
Developed an SAP S/4HANA migration strategy, with work on budgeting, resource allocation, and AI applications.
Experience
From student communities to product teams, I’m learning where good ideas meet real constraints.
Terry College of Business
Management Information Systems
Expected graduation 2028Campus Lead at UGA
Helping build a cross-disciplinary AI community through workshops, build sessions, and student programming.
Growth & Strategy Intern
Turning customer feedback into product input, shaping launch messaging, and coordinating work across teams.
Student case competition
Developed an SAP S/4HANA migration strategy, with work on budgeting, resource allocation, and AI applications.
2025Associate Financial Representative
Redesigned CRM workflows and a query interface to make lead and client information easier for the team to use.
Guitar. Tennis. CrossFit. Science fiction.
And a Pokémon card collection that keeps growing.
Let’s connect
Public résumé is being prepared.
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