Bitscale
Software Engineer · AI
May 2026 — Present · Gurgaon
Software Engineer · Backend & AI
ROSHAN RAWAT
[ I make backend & AI systems that don't fumble in prod — and actually hold up. ]
Roshan Rawat
[ I make backend & AI systems that don't fumble in prod — and actually hold up. ]
Roshan Rawat
I'm currently building the MCP layer for Bitscale, making smart-spreadsheet GTM workflows fully agent-driven. Half engineering, half figuring out how to make LLMs not do dumb things with real money.
Before this I built integration layers at Emergent AI and a config-diffing system for AlloyDB at Google. I enjoy problems where correctness and edge cases really matter.
Bitscale
May 2026 — Present · Gurgaon
Emergent AI
Oct 2025 — Mar 2026 · Bangalore
Google
Jun 2025 — Sep 2025 · Bangalore
Making the MCP layer and tools for Bitscale — getting agents to do all the stuff we'd otherwise have to do manually.
Built fault-tolerant integrations for third-party services (Google Auth, Google APIs) so agents can wire them up in one shot at 99%+ accuracy — with retries, timeouts, and graceful degradation.
A stack-based deep-diff for nested protobuf VM configs across In-Place, Restart & LDTM update paths — surfaced field-level changes that cut on-call MTTR from 10 minutes to 30 seconds.