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Hitha Magadi Vijayanand
Mid-level Backend Software Engineer specializing in AWS cloud and FinTech platforms
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About
JP Morgan engineer and Texas A&M student web developer who has owned production systems end-to-end, including a real-time ML training workflow that improved internal search relevance by 30%. Experienced with AWS cloud migrations and operating containerized services on ECS with CloudWatch+ELK observability, Terraform infra, and Spinnaker CI/CD; also built event-driven pipelines with RabbitMQ and Elasticsearch at 1M+ record scale.
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Key Strengths
- Owned and shipped end-to-end real-time training system (frontend, backend, deployment) improving search accuracy by 30%
- Designed safeguards for dynamic synonym updates via confidence-threshold validation and staged rollout impact testing
- Built real-time/event-driven communication using RabbitMQ with acknowledgements and idempotent consumers to prevent loss/duplication
- Strong AWS production operations: ECS + Docker deployments, CloudWatch + ELK observability, Terraform-managed environments
- Delivered large-scale ETL/indexing pipeline (1M+ records) into Elasticsearch with retries, backfills, reconciliation, and alerting
- Improved deployment reliability and speed using Spinnaker (reduced deploy time from ~20 minutes to ~6 minutes)
- High-ownership delivery in ambiguous requirements environment; translated non-technical stakeholder goals into architecture and shipped quickly
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