Jan 2024 – Present · 2 yrs 2 mos · Remote

• Working as SDE II in the Conversational Intelligence backend team, specializing in search infrastructure and platform integrations.
• Designed and implemented a scalable multi‑tenant vector search platform using OpenSearch to power Retrieval‑Augmented Generation (RAG) , enabling hybrid semantic + keyword search for AI agents and Q&A workflows .
• Designed a fault‑tolerant, horizontally scalable Reindexer Service with checkpointing and parallel batching to reindex terabytes of data from MongoDB
• to Elasticsearch. Impact: Reliably supported repeated production‑scale schema migrations and backfills with zero disruption.
• Resolved Elasticsearch field explosion by redesigning schema; improved write throughput by 2× and search latency by 1.5×. Here’s the grammatically
• corrected and polished version:
• Optimized Elasticsearch partial search queries by redesigning the schema and configuring appropriate analyzers and tokenizers; Impact: improved
• search latency by 15× — from an average of 8 seconds to 500 ms. and Reduced compute load and saved $72k annually.
• Optimized MongoDB via query tuning, service‑level refactoring, and document compression. Impact: Reduced compute load and saved $100K
• annually.

Nov 2022 – Jan 2024 · 1 yr 2 mos · Remote

• Built backend integration between Clari Copilot and Align to enable seamless data sharing.
• Implemented reliable data retention features for Copilot and resolved scalability issues for timely bot participation in meetings.
• Redesigned Elasticsearch schema, improving write latency by 2x and search latency by 1.5x.
• Enhanced Calendar Integration by handling declined meetings efficiently and separating SQS queues to prevent delays.