I’m upgrading our Mumbai-based manufacturing line and need a Python specialist who can wire the shop-floor application to our cloud-hosted database. The production data already streams from PLCs into a local layer; what’s missing is the Python glue that will package those records, push them securely to the cloud store, and then make key metrics immediately available back on-prem for dashboards and traceability. Here’s the core of the job: • Build clean, well-documented Python modules that connect to the existing API endpoints and handle authentication, error handling, and retries while moving data to and from the cloud database. • Map current data structures to the cloud schema, flagging any conflicts and proposing lightweight transformations where needed. • Deliver a small test harness so I can simulate both normal throughput and edge cases on my dev machine before we roll it onto the plant network. I’ll provide API keys, sample payloads, and a VPN to the staging environment; you bring solid experience with Python 3.x, async I/O, and whichever cloud-DB SDK you prefer. The finished package should drop into a Docker container (our deployment method) and pass the acceptance test suite you include. If this sounds straightforward to you and you can spend some time on-site in Mumbai for hand-off and live testing, let’s talk timelines and milestones right away.