Integration Engineer, Clinical Data Path

Getting a study from a hospital's systems into ours, running our model, and getting the result back is where a lot of clinical AI quietly fails. A study arrives incomplete. A sender never closes its association. A parser reads a whole request body into memory and the task disappears behind a bare 502. A firewall rule meant for one address gets applied to the wrong egress IP and produces a mid-stream 403 that looks exactly like a TLS failure. This role owns that path end to end: how studies come…