Software Engineer · AI Systems · Payments Infrastructure · India
I build AI workflows that hold up in production.
Document pipelines, RAG assistants, tool-calling agents — with evals, guardrails, and a human in the loop where it matters. By day I work on offline payments infrastructure at Petpooja, where a retried request can't be allowed to move money twice. I bring that discipline to everything with a model in the loop.
What I do
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Documents in, structured data out
Extraction pipelines with schema validation, per-field confidence, and a review step for the cases the model isn't sure about.
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Assistants that cite their sources
RAG over your own docs and tickets — with citations, an honest “not in the docs” path, and answer quality tracked over time.
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Agents with guardrails
Tool-calling automation that takes the routine actions, waits for approval on the risky ones, and logs every side effect.
Let's build something.
Open to AI engineering roles — product or services — and to consulting on LLM workflows and automation. Email is fastest; I reply within a day.