AI Systems and Software Automation

I help Canadian startups build, integrate with, or ship ML systems

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Vancouver, BC

What I Do

AI and Software for Growing Teams

MLOps & Production ML

Move from notebooks to production. I build the infrastructure, pipelines, and practices that make ML systems reliable.

  • POC to production migration
  • CI/CD for ML training and deployment
  • Framework adoption (e.g. PyTorch Lightning, W&B)
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POC Development

Validate ideas quickly with focused proof-of-concepts. Get answers in weeks, not months.

  • ML feasibility validation
  • Rapid prototyping
  • Technical audits and assessments
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Custom Software & Automation

Build custom software solutions that leverage AI and automate your workflows.

  • Applied ML integration
  • Software systems development
  • Process automation
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Why Work With Me

8 Years of ML and Software Experience

8 years of experience working with ML and software systems across a broad range of industries—biotech, consumer electronics, and enterprise software. I've worked directly with research and product teams to build outcomes.

I work with you to help you succeed—not just bill hours. I want Canadian startups and small businesses to win.

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How I Work

Flexible Engagement Models

Project Sprint

Fixed-scope engagements with defined deliverables. Time-boxed POC builds, MLOps implementations, and system migrations.

Preferred Model

Retained Advisory

Ongoing access to expertise for strategic guidance. Code review, architecture advice, and technical direction.

Strategic Consulting

Hourly Consulting

Flexible, as-needed access for specific questions or short tasks. Technical second opinions and one-off consultations.

On-Demand

Let's Talk

Have a project in mind? Get in touch and I'll respond within 24 hours.

Get in Touch jon@observablelabs.ca