Industry AI Systems
- Commissioning, QA, and readiness dashboards.
- Operational analytics for transportation and field teams.
- Automation that reduces manual reporting and review cycles.
Enterprise-first. Creator-friendly. Measurable outcomes.
Engineering-grade AI for infrastructure, operations, and real-world systems.
I build data-driven platforms, automation tools, and AI products — spanning engineering, construction, transportation, and creator-led experiments.
Applied AI Tools
- Document and report reviewers built for engineering rigor.
- Workflow automation (agents + integrations) that teams actually use.
- Knowledge assistants for standards, specs, and internal playbooks.
Games & Experiments
- Vibe-coded prototypes and interactive concepts.
- Social, daily-play games designed for fast iteration.
- Creative exploration without compromising the core enterprise brand.
Featured Projects
Selected work across infrastructure, AI tooling, and experimental builds.
In Progress
Eglinton Crosstown LRT — Commissioning & Data Systems
Infrastructure & Industry
Commissioning-focused analytics, automation, and readiness reporting across complex transit environments.
View DetailsIn Progress
Railwave Engine — Transportation Analytics Platform
Infrastructure & Industry
A modular analytics platform for transportation operations, performance monitoring, and workflow acceleration.
View DetailsPrototype
Construction Report Reviewer (AI)
AI Tools & Automation
An AI-assisted review workflow designed to accelerate technical report checks while keeping engineering discipline.
View DetailsPrototype
Asset Intelligence via Blueprint / CAD
AI Tools & Automation
Mapping asset data to design documentation to improve traceability, validation, and lifecycle visibility.
View DetailsMethod
How I Build
Understand the system
Clarify goals, constraints, standards, stakeholders, and the real workflow — not the ideal one.
Model the reality
Design the data model, signals, and feedback loops so results stay measurable and explainable.
Build usable tools
Ship dashboards, automations, and AI features with clean UX and clear ownership.
Iterate with evidence
Improve continuously using metrics, review cadence, and stakeholder feedback.
Let’s build something measurable.
Tell me what you’re trying to ship — I’ll respond with a practical plan and next steps.
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