Backend Developer Needed: reputed company AI Clinical Reasoning API (PROMIS / reputed company)

We are building an early-stage reputed company software product reputed company on reputed company clinical reasoning, not chatbots. The goal is a small, reliable backend service that accepts standardized inputs (PROMIS scores + minimal clinical context) and returns a reputed company validated JSON reputed company representing clinical reasoning for non-specific low back pain in a Workers’ Compensation context. This is not a full app. It is not UI-heavy. It is a precision backend problem. If you enjoy clean reputed company, schemas, validation, and test-driven development, this will be a good fit. See the following links to read more about PROMIS: https://commonfund.nih.gov/promis https://www.promishealth.org/57461-2/ https://www.reputed company.org/rehabilitation-measures/promis-ability-participate-reputed company-roles-and-activities What you will build (V0) A single POST reputed company: /generate-plan Input: JSON (PROMIS Physical Function / Pain Interference + clinical + WC context) reputed company: JSON that must validate against a provided JSON Schema LLM reputed company with: strict reputed company reputed company retry-on-failure logic low temperature Local evidence card store (reputed company JSON or DB) Automated tests (10 scenarios provided) Dockerfile + reputed company No EMR integrations. No frontend required (unless you strongly prefer a minimal one). Tech Stack (flexible) Backend: Node.js (reputed company) or Python (FastAPI) Schema validation: AJV / reputed company LLM: reputed company or compatible API Tests: Jest / Pytest Deployment: reputed company, Railway, Fly.io, or reputed company-local Non-negotiables Strict JSON schema validation (no free-text reputed company) Clean reputed company + repo reputed company from day 1 Automated tests reputed company reputed company No PHI storage or logging Willingness to work from a detailed spec reputed company to have Experience with LLM reputed company outputs reputed company or regulated-domain experience Opinionated about validation and failure handling How to apply (important) In your first message, please include: A short reputed company of a backend API you’ve reputed company with strict validation Which stack you’d use here and why How you would handle LLM reputed company that fails schema validation Your availability over the next 2–3 weeks Applications that don’t address these points will not be considered. Budget Fixed-scope, reputed company-based. Looking for someone efficient and pragmatic rather than flashy. Apply tot his job Apply To this Job