Software & AI engineering · Canada and the United States
Global Crown Digital designs and delivers multi-agent LLM systems, citation-grounded RAG, computer vision, and the AWS infrastructure beneath them, for organizations where accuracy, security and auditability are not optional.
8+
years shipping production systems end to end
7
platforms engineered, from firmware to cloud
5
industries: public safety, health, eldercare, SaaS, telecom
4,500+
AI interactions scored in a REB-approved safety evaluation
Production stack
What we do
Selected work
2026 – presentLaw enforcement · Air-gapped AI
Case Intelligence Assistant Inc.Founding Engineer
Air-gapped AI investigative platform for law enforcement, fully offline on an NVIDIA DGX Spark. Citation-grounded RAG over 13 document formats plus audio and video, with a hash-chained audit log and a Crown (prosecution) disclosure export.
~6 h → ~1 h
cross-document inconsistency analysis
2024 – 2026Digital health · Multi-agent AI
Virtual Health HubSenior Software Engineer, Cloud & AI
Virtual mental-health treatment platform serving Northern Saskatchewan, including Indigenous and remote communities. Multi-agent AI on Amazon Bedrock (chatbot, medical scribe, risk analytics) with RAG, voice, and Chime SDK video, inside a HIPAA-aligned VPC.
4,500+
scored interactions in a REB-approved safety evaluation
2024 – 2026Wound care · Computer vision
Virtual Health HubSenior Software Engineer, Cloud & AI
AI wound-care imaging platform. A unified DINOv3 ViT-L/16 performs 10-class wound classification and pixel-level segmentation in one forward pass, served on SageMaker with scale-to-zero, behind a Swift iOS capture app and clinician portal.
10-class
classification + segmentation in one forward pass
Our conviction
How we build
Retrieval that points every answer at its exact source: page, video frame or transcript timestamp. Retrieved evidence is treated as untrusted input.
Rules and statistics make the decisions. Language models narrate them, inside claim-checking guardrails.
RBAC, TOTP MFA, hardware key custody and tamper-evident audit logs. HIPAA-aligned and fully air-gapped deployments when the data demands it.
Scored interactions, LLM-as-judge evaluation and protocols your domain experts can validate, not a demo that worked once.
CDK and CloudFormation, so every environment can be diffed, reviewed and rebuilt from the repository.
The engineer who scopes your system is the engineer who builds it. No hand-offs, no bait-and-switch.
Industries
How we engage
A short call where you describe the problem, the constraints, and the deadline. We ask the hard questions early and tell you plainly whether we are the right fit.
You receive a written proposal: architecture sketch, scope, milestones, and acceptance criteria. It becomes the SOW under a simple MSA, with IP assignment and net-30 terms spelled out.
Working software demoed as it lands, so progress is visible and nothing hides behind slides.
Infrastructure as code and documentation. IP is assigned to you on payment. If you want us to stay on for operations or the next phase, a retainer is available.
Tell us what you are building and where it is stuck. You will get a direct reply, a short scoping call, and a written proposal if we are the right fit.
