Projects.

Ondoway

Location-aware audio tours grounded in sourced stories.

Problem
Walking tours rarely know where a listener is, what they care about, or which story belongs to the exact corner in front of them.
My role
Designed, architected, coded, and operated end to end.
What exists now
Launch system built around Paris as the first city.
Built with
A provenance-aware Neo4j knowledge graph, deterministic tour engine, FastAPI backend, authoring tools, and Flutter mobile app.

Persuaider

AI-assisted negotiation practice and evaluation.

Problem
Negotiation training is difficult to personalize, repeat, and evaluate consistently.
My role
Built the complete product and its multi-provider AI operating model.
What exists now
Production-grade application with a deep automated test suite.
Built with
Scenario authoring, in-character AI personas, framework-based evaluation, security controls, and transparent model failover.

Lore / DependIQ

Cross-project dependency analysis for software teams.

Problem
Repository-local tooling cannot explain the organization-wide blast radius of a dependency change.
My role
Designed the product, graph model, algorithms, and senior-engineer audit.
What exists now
Working multi-tenant product with more than 200 tests.
Built with
PostgreSQL for identity and history, Neo4j for dependency traversal, and task-aware model routing across hosted and local models.

Crucible

Engineering checks for AI coding agents.

Problem
Prompt-only guidance is too easy for coding agents to ignore when delivery pressure rises.
My role
Encoded engineering practice into skills, agents, hooks, and verifiable workflows.
What exists now
Open-source kit I use as the operational counterpart to my management research.
Built with
Ten skills, ten agents, four patterns, deterministic gates, and adversarial evidence checks.

Repository archive.

Systems & performance7 repositories
Automation & utilities11 repositories
APIs & web services12 repositories
Machine learning & statistics11 repositories
Mobile & embedded11 repositories
AI, explained2 repositories
  • An interactive RPG-themed infographic exploring AI investment ROI through the Discounted Cash Flow (DCF) framework.

  • An interactive 10-page comic that teaches the four types of AI bias — historical, representation, aggregation, and evaluation — through real-world stories like Amazon’s sexist hiring algorithm and facial recognition failing Black women.