XReporter operations platform
Updated April 11, 2026. Multi-user operations product covering staff visibility, client workflows, and reporting in a single web application.
View cited pageFull-Stack & AI Engineer
End-to-end SaaS development — architecture, APIs, dashboards, billing, and production deployment.
Pin the non-obvious decisions early: data model, tenancy, auth, background work, billing shape. Cheap to change on a whiteboard, expensive after launch.
Database schema, migrations, auth, and role-based access land before feature work. These are the parts that are hardest to retrofit later.
Tight feedback loop on features with a staging environment and typed contracts end-to-end. Ship small, review often, keep the trunk green.
Stripe billing, customer portal, dunning, and support tooling. Observability hooked up so production issues are visible, not silent.
Runbooks, monitoring dashboards, and documentation so your team or the next engineer can own the product without guessing.
Updated April 11, 2026. Multi-user operations product covering staff visibility, client workflows, and reporting in a single web application.
View cited pageUpdated April 11, 2026. Structured event management, registration flows, and an admin surface for an organization that needs dependable day-to-day operations.
View cited pagePublished April 9, 2026. Explains how architecture, backend systems, and delivery discipline matter once an AI-assisted product moves beyond demo stage.
View cited pageWhat modern website development should include when your business needs speed, SEO, lead generation, and clean user experience.
How Milan helps companies plan, validate, and ship custom AI products, automation systems, and production-ready workflows.
Where AI assistants create real business value, how custom assistant systems are built, and when OpenClaw setup makes sense.
Depends on the shape of the product. For most SaaS I start on Next.js route handlers with a typed API layer; when the backend grows heavier — queues, workers, long-running jobs — NestJS joins the stack. I will recommend whichever keeps the product operable.
PostgreSQL by default. It is boring, battle-tested, and handles every SaaS shape from early to scale. Specialised stores only where there is a real reason.
Yes. Subscriptions, metered billing, customer portal, webhooks, dunning, and tax handling are part of the scope. I have shipped production Stripe integrations and know the common failure modes.
Yes. Greenfield MVPs where speed matters, and rescue builds where the codebase needs a senior hand to get back on track — both are common engagements.
I take on saas engineering engagements across Canada. Each market page covers the local business context, industries, and how the work typically runs.
Need the full market overview first? Visit the service areas page for a Canada-wide view.
Greater Toronto Area, Ontario
National Capital Region, Ontario
Greater Toronto Area, Ontario
Greater Toronto Area, Ontario
Greater Hamilton Area, Ontario
Southwestern Ontario, Ontario
Waterloo Region, Ontario
Greater Toronto Area, Ontario
Metro Vancouver, British Columbia
Greater Montreal, Quebec
Calgary Metropolitan Region, Alberta
Edmonton Metropolitan Region, Alberta
Halifax Regional Municipality, Nova Scotia
Turn business problems into working AI products — strategy, prototypes, and production rollouts.
Fast, search-friendly marketing sites and web applications with strong structure and clean conversion paths.
Cross-platform iOS and Android apps with Expo and React Native — from MVP to production.
Full OpenClaw installation, channel configuration, and troubleshooting for AI assistant deployments.