Cloud and AI infrastructure support for teams in Canada
Cloud cost reviews, Kubernetes operations, and AI infrastructure support for Canadian teams. I work remotely from Pakistan and agree the scope and working hours before an engagement starts.
What I can help with
Investigating production failures, reviewing cloud allocation, building Kubernetes platforms, and operating model-serving or retrieval pipelines. Each engagement starts with your workload and the problem you need to solve.
Working together
For teams in Toronto, Vancouver, or Montreal, we agree a daily overlap window and write down which issues need a live response and which can be handled asynchronously. Written updates, architecture notes, and runbooks keep decisions available to the rest of your team.
Data and access
Map where customer data is stored and processed, including monitoring and model providers. Agree data-handling requirements with your privacy team before choosing regions or vendors. Infrastructure controls support your compliance work; they do not replace an assessment of the whole organization.
Scope and pricing
Start with a free 20-minute call. A paid audit is $2,500; implementation and ongoing operations are scoped separately. Prices are in USD.
See engagement options and deliverablesRead the engineering details
The project notes cover Kubernetes memory limits, legal document retrieval, and cloud database connections.
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