Work
Applied AI, workflow innovation, and product research across enterprise work and independent projects. Explore what I led, how I tested it, and what changed.
The project stories include completed work, tested prototypes, shorter project briefs, an early automation concept, and an independent simulation inspired by confidential enterprise work.
18 of 18 project stories
2026
Working examples built with AI coding assistance. Synthetic data and simulated components are identified explicitly.
Independent simulation
Synthetic transaction intake, explainable findings, an editable mock form, and a saved Finance handoff.
Intake → FinanceA working local review workflow
2026–Present
Corporate headquarters · Industry & Learning. Applied AI research, vendor collaboration, prototypes, and enablement for agents, Market Centers, and regional teams across the Keller Williams network.
Case study
Researching, building, testing, and teaching AI agents for real estate workflows.
~57AI agents co-developed with Twin
Case study
A research pipeline from hands-on tool testing to integration, partnership, and adoption decisions.
108AI tool evaluations documented
Case study
One evolving application, from structured planning to a role-based coaching flow and API-connected demo.
12Scenarios in the Claude API demo
Case study
Agent-tested prototypes for listing preparation, daily market insights, and ready-to-use social content.
DailyMarket Brief insights and social content
Case study
Researching the full real estate process and giving each task a tested AI approach.
29Listing and buyer processes mapped
2023–2026
Field research, enterprise AI guidance, and operational improvements across North American teams.
Multi-project case study
Two separate initiatives: SAP task automations rolled out to stores and a mobile counting app tested in the field.
3Countries involved in SAP research and training
Case study
In-person U.S. and Canada research, FedEx collaboration, and a step-by-step training book.
~½Previous task-completion time
Concept note
An initial VBA design for transferring SAP quantities into the physical inventory counting workbook.
VBACategory-matching concept
2018–2020 · Research reports dated 2022
Product usability, goal-setting research, journey design, and investor communication.
Case study
Mixed-method research and layout testing to improve tool discovery, navigation, and next steps.
+45%Feature engagement
Case study
Two authored studies on goal sharing, reinforcement, motivation, and the timing of goal setting.
2Authored research reports
Case study
Journey maps and service blueprints connecting setup, progress, notifications, and support.
−20%Beta usability issues
Project brief
Usability checkpoints, co-design, and rapid feedback embedded in sprint decisions.
Sprint-basedUsability and feedback checkpoints
Project brief
Investor-facing presentations developed alongside product UX research.
$200KAdditional funding supported
Let’s connect
I’m interested in AI innovation and solutions roles where research becomes useful systems.