Sanket Rathi
I’m an AI-focused Software Engineer building production systems across distributed data infrastructure, AI/agent workflows, and developer tooling—often taking products from seed stage to scale.
About
I’m an AI-focused Software Engineer building production systems across distributed data infrastructure, AI/agent workflows, and developer tooling—often taking products from seed stage to scale.
I’ve shipped multi-agent coordination layers, automated intelligence and underwriting workflows, and owned CI/CD and platform migrations—while also holding a filed patent and leading teams and integrations across multiple time zones.
- 12 years' experience
- Joined July 2026
Industry experience
- Software & Internet
- Financial Services
- Transportation & Logistics
- Education
- Professional Services
Work experience· 5 roles
Seed-stage startup building AI agents for actuarial analysis, competitive intelligence, and underwriting workflows. Architected a multi-agent coordination layer using durable shared-plan primitives with surviving context compacting across multi-hour runs; improved throughput from months of actuarial work to 12+ hours of autonomous execution. Shipped a production competitive intelligence pipeline that monitors SERFF regulatory filings, extracts carrier product structures into a live market graph for pricing/product decisions, and built a self-directed demo/agent to triage CVEs by SLA and ship verified patches via PRs. Technologies used: Python, TypeScript, PostgreSQL, E2B, Google Cloud, Temporal.
Commercial trucking InsurTech using telematics to improve road safety and risk pricing. Led data and platform infrastructure from Seed to Series D ($1.5B valuation) and promoted to Staff Engineer in 2024. Designed telematics data platform ingesting 1B+ daily data points from 25+ providers into unified backfill and real-time pipelines powering ML features, pricing, and safety scoring. Owned CI/CD for 50+ engineers across 5 time zones with PR merge under 5 minutes; led IaC migration to CDKTF reducing SLOC by 70%. Shipped Claims and Underwriting Agents from hackathon prototype to production, establishing MCP servers as the data-access foundation for all agent deployments.
Architected Aegon Global’s Southeast Asia insurance buying platform as a configurable multi-country product engine launched in Thailand and extensible across regional markets. Deployed IP-based rate limiting for Acko Insurance using adaptive throttling to maintain service reliability under high traffic.
Education
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