Backend engineer and product manager working in the hard middle of a platform — money-critical healthcare flows, microservices, gateways, and the observability that proves they hold.
Correctness isn't a nice-to-have when the row in the table is somebody's prescription or somebody's refund.
Backend engineering on healthcare payment and care-delivery flows for an employee-benefits platform — OPD, cashless dental, vaccination and wellness.
I dual-tracked as Product Manager at Zenzop and still work product-side at Visit Health. Six decisions where the research mattered more than the code — each one a signal I found, a call I made, and what changed.
I don't stay in one lane. Backend is home, but I've shipped product roadmaps, ML pipelines, an Android accessibility app, a blockchain voting system and low-level C++ — and I'm building toward AI engineering next.
From booking a chair at the clinic to a traceable rupee in the wallet — four systems that have to agree with each other every single time.
faster cluster execution — multi-threaded distributed processing inside a multi-tenant casino engine, with real-time gameplay over REST + WebSockets.
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Three things I'm building from my own domain — healthcare ops, money-critical flows — rather than a generic chatbot. Each one is scoped with the evals and guardrails first, because that's the part that makes it production software instead of a demo.
I build reliable backends for money-critical healthcare — the exact reliability, observability and correctness discipline production AI needs. Now I'm layering LLM, RAG and agent skills on that foundation.
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Open to backend, platform & product-engineering roles.
ssharmapavitra@gmail.com