Shree Bohara

Jun 2026 - Present · San Francisco, CA

• •Built and operate an AI incident pipeline — alerting rules over Elasticsearch, a FastAPI service that fingerprints and batches errors into incidents, Claude analysis grounded in the actual source files, and cards delivered to the team channel. It runs on dev and stage and watches production error streams; several hundred raw events collapse into a few dozen incident reports a day, each arriving with the log link and the analysis already done(Root cause correct on 48 of the last 50 reports I scored by hand)
• •Cut the pipeline's projected LLM spend with a per-fingerprint analysis cache, selective prompt caching, delivery-gated spend and quota-aware backoff, while raising the context budget rather than lowering it(Projected 70–85% reduction)
• •Designed and shipped the consent re-capture flow for a consumer rebrand: a consent state machine instead of a boolean, every capture path funnelling into one idempotent endpoint with a single-winner atomic transition, the audit row written in the same transaction, and exactly-once propagation downstream. Live in production since July 2026

Jun 2025 - Jun 2026 · San Francisco, CA

• •Co-architected Pond on AWS and helped take it from nothing to production in under two months, then built the multi-step onboarding most accounts are created through: address autocomplete and normalisation, cascading make/model/trim selection behind staged cache lifetimes, and policy import that parses an existing policy instead of making people retype it
• •Built the rating engine in Java and Spring Boot over carrier rate APIs — the piece that turned Pond from a place to organise your insurance into a place to get quoted
• •Built Ollie, Pond's conversational insurance advisor, end to end: nine routed conversation contexts, a Spring WebFlux backend streaming over SSE, a React client that renders partial markdown correctly mid-stream, and in-chat coverage changes instead of a hand-off to a multi-screen form(A short-TTL dedup cache cut redundant inference calls by roughly 40%)

Jun 2023 - Jan 2024 · Mumbai, India

• •Built the FHIR-compliant Health Identifier platform in Node.js, React and MySQL that moved patient records between hospitals in a single standard shape(500+ hospitals, 100K+ monthly users, 50K+ record exchanges a day)
• •Shipped OAuth 2.0 authentication, role-based access control and PostgreSQL audit logging; the platform passed the ABDM compliance review on first submission
• •Cut API response time 3× with Redis caching on the hot paths and held 99.9% uptime across the hospital integrations, with distributed tracing and structured logging across six services