Study choices and practice tied to lecture sources.
I design and build the workflow from lecture material to practice, helping students decide what to study next.
Products and tools.
Leasekite
Work in progressVehicle comparison and lease requests.
I design and build the comparison and request flows. Drafts remain available for review, with negotiation decisions kept with the user.
A project workspace that helps people and AI assistants pick up work without rebuilding its context. The first integration supports Workiva reporting.
I own product direction, interface design, and implementation through AI coding tools. My reporting-delivery experience shaped the review workflow: proposed changes show their expected results before they run, with a record of what happened and a way to undo them.
A Workiva consulting practice built around training and client ownership.
I shaped the positioning, website, and reporting resources, translating reporting expertise into a service offering and supporting materials.
Technical tools
These personal projects explore how agents use APIs, check evidence, and recover from failed actions. The code and demos are separate from my client delivery work. See the workflows and personal stack behind this approach. Try the interactive workflow lesson.
Accounting Acceptance Lab
Testing accounting agents on reconciliation cases, with evidence checks, approvals, and failed-write recovery.
Personal project using synthetic accounting records and recorded model responses. No live accounting system is connected.
Regulated Reporting MCP
Reporting API access for AI agents, with OAuth, caller-supplied write confirmation, and tool-specific verification.
Personal integration project. The public demo uses mock data and runs without credentials.
Further technical work
- Failed-write recovery lab
A test of what happens when a write succeeds but its response is lost.
- Repeat-work prevention
A small Python library that tracks which items a recurring job has already processed.
- Agent evaluation kit
Policy checks and test cases for evaluating proposed agent work.
- Spreadsheet review tools
A browser extension and local service for finding suspicious formulas and reviewing corrections.
- How the technical projects fit together
Notes on connecting tool access, testing, recovery, and human review.