AI Engineer

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Skills you'll use

What you'll do

• The plug-in runtime and registry: manifest and scopes, event subscriptions, and a per-hospital install and kill switch.
• The LLM gateway: model routing, prompt and version management, cost and token controls, redaction of identifiers before anything leaves the boundary, and full auditing of every request.
• The three launch plug-ins:
• 1 Discharge Summary Assistant — drafts a summary from the encounter record for the doctor to edit and sign.
• 2 Clinical Scribe — turns a consultation conversation into structured notes.
• 3 Coding Assist — suggests International Classification of Diseases (ICD) and procedure codes from the note.
• The evaluation harness: a golden dataset, regression runs on every prompt change, and dashboards for acceptance rate and edit distance per hospital.

Who can apply

• Python, and comfort building and operating a production service — not only notebooks.
• Practical LLM application patterns: prompt design, structured and schema-constrained output, retrieval-augmented generation (RAG), function calling, streaming, and evaluation.
• Has shipped at least one LLM feature to real users, and can describe how quality was measured and what was changed as a result.
• Amazon Bedrock, the Anthropic API or the OpenAI API in production.
• Pragmatism: you choose the smaller model and the simpler prompt when it does the job.
• Speech-to-text for Indian-accented English and code-switched speech — the Clinical Scribe depends on it.
• Medical coding, clinical text, or de-identification work.
• TypeScript, so you can meet the core team halfway on the gateway.
• Evaluation tooling and experiment tracking.

About India Health Link

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