Ruddra Kantaria

Incoming full-stack engineer building the patient and clinic platform for Essos, a seed-stage healthcare start-up backed by Saga Ventures and Sound Ventures.

Shipped Arbor, a full-stack alarm visualization platform adopted by 100+ teams and used by VPs and directors to assess cross-team impact during high-severity (SEV-2+) incidents. Unified three monitoring systems behind a rate-limited concurrent batching scheduler that aggregates 1.3M+ alarms at p95 under 10s.

Co-founded an AI-driven product analytics start-up backed by Telora ($60K), serving 10+ customers across 10+ connected sites. Built an end-to-end ingestion pipeline and a LangChain-powered engine that turned analytics into 10K+ deployable UI/UX changes, cutting per-analysis cost by 50% and latency from 4s to 200ms.

Grew the user base by 500+ on a SaaS AI platform deployed to AWS ECS. Implemented Supabase RPC semantic search across 10K+ events and a Redis-backed map view that cut payload by 95%.