I like software you can lean on — the kind teams run their day on, and now the kind where agents do the heavy lifting.
I'm Samarpit — a software engineer in Gurugram, currently at Mediology Software, building AI-agent systems end-to-end: a consumer app whose greeting cards are composed by a multi-model pipeline, research agents that hunt ad fraud across hundreds of publisher domains, and the job queues, cost guardrails, and billing webhooks that keep it all shippable.
Before that, at IOTFY, I built the unglamorous, high-stakes middle of connected products: monitoring platforms watching 3,000+ devices in the field, factory floors tracking every unit from kit to test, and real-time pipelines that shaved ~80% off critical service operations.
My happy place is the full stack — a typed API on one end, an interface people actually enjoy on the other, and a database schema in between that won't embarrass me in a year. Lately that stack includes a model layer too: picking the right model for the job, keeping latency and spend honest, and designing for the runs that fail.
Off the clock: grinding data structures & algorithms, studying system design, and playing chess — where, much like in production, the losing move is always the one you didn't think through.