Full Stack Engineer (with Infrastructure)

About Chattrly

Chattrly is a healthtech startup building the health intelligence ecosystem for patients and

clinicians. Two interconnected products, one thesis: Patient data in India is scattered across

thousands of labs, hospitals, and apps that don't talk to each other. We're closing that gap on both

sides — giving patients a unified view of their own health, and giving clinicians the intelligence layer

that turns fragmented data into instant, contextual insight. Every response we generate has to be

grounded, verifiable, and clinically protected — there is no room for hallucination when a doctor is making

a decision.

What You'll Actually Work On

You'll move across the full stack and occasionally into infrastructure. Concretely:

Backend

 Build and extend API endpoints that power the clinical Q&A; experience and the patient app

 Work inside our AI orchestration pipeline — the layers that turn a clinician's free-text

question into a grounded, structured, trustworthy answer

 Design and evolve database schemas,



write migrations against live tables, and ship them

safely to production

 Use caching and async task queues for background work like document processing, OCR, and

summarisation

AI / LLM Pipeline

 Integrate, tune, and evaluate calls to large language models — routing, structured output,

narrative generation, and verification

 Work on our hallucination defence layer: deterministic grounding checks plus model-based

gates that catch hallucinations before they reach the clinician

 Help with prompt engineering — we treat prompts as code: versioned, evaluated, and

deployed deliberately, not edited live

 Build evaluation harnesses so we can measure regression every time we change a prompt or

swap a model

Mobile & Web

 Ship user-facing features across our patient mobile app (iOS + Android) and our clinical web

platform — onboarding, document uploads, the chat surface, and more

 Work with native

📌 Full Stack Engineer (Nagpur)
🏢 Chattrly
📍 Nagpur