Naga Srihari

Improving Database Reliability

Improved database safety by investigating query behavior using RDS metrics, addressing inefficient and unsafe queries, and restructuring cron workflows to use bulk updates with explicitly controlled, Celery-triggered signal execution instead of implicit Django signals that were causing excessive database load.

Django · PostgreSQL · AWS RDS · Celery

CRM & Dialer Integrations at Scale

Built and maintained reliable, distributed data synchronization pipelines across multiple CRMs and dialer systems, with strong guarantees around consistency, failure handling, and long-running background processing.

Django · PostgreSQL · Celery · APIs · Cron

Reducing Meeting Processing Latency

Improved end-to-end latency across asynchronous pipelines responsible for transcription, notes generation, and downstream processing, reducing overall meeting processing time by roughly 50% under production workloads.

Django · Celery · pgvector · State Machines

Backend Engineer, Avoma

Owning backend systems, integrations, and data pipelines for a production SaaS platform, with a focus on correctness, reliability, and long-running asynchronous workflows.

Software Engineer, Tachyon (Solo Developer)

Solely responsible for the entire product lifecycle, including backend architecture, frontend styling, deployments, and ongoing production ownership.