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Akil Pat

@akilpat

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Senior Software Engineer at TechPrysm who cut semantic search response time from 4.6 seconds to 1.4 seconds.

United States

Message

At TechPrysm, I designed LLM-backed semantic search that replaced legacy keyword search and reduced average query-to-result time from 4.6 seconds to 1.4 seconds. I also resolved Hibernate query performance issues, improving p95 API latency from 5.2 seconds to 1.3 seconds.

At LetsRemotify, I led a phased migration from a legacy J2EE/Struts monolith to Spring Boot microservices and transformed nightly batch reporting into near real-time pipelines. I’ve also built LLM-assisted features for learning and nursing platforms, and developed a cloud-based rental-management workflow.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer

Current

TechPrysm

Jan 2022 - Present (4 years 9 months)

Owned end-to-end architecture and delivery for core Java/Spring Boot and React product line, driving technical decisions for a 6-person team. Designed and implemented LLM-backed semantic search, reducing query-to-result time from 4.6s to 1.4s, and improved p95 API latency by 75%.

Java Spring Boot React LLM Integrations Hibernate New Relic Docker Kubernetes GitHub Actions Claude Code Cursor Agile Scrum

Senior Software Engineer

LetsRemotify

Jun 2019 - Jan 2022 (2 years 7 months)

Led decomposition of legacy J2EE/Struts monolith into Spring Boot microservices over 14-month phased migration. Architected asynchronous processing with Spring Batch, Kafka, and RabbitMQ, and owned AWS infrastructure including EC2, RDS, S3, and CloudFront.

Java Spring Boot Microservices SpringBatch Kafka RabbitMQ AWS React TypeScript Angular Junit Mockito TestNG Checkstyle CI CD

Software Engineer

Evolve Squads

Jul 2018 - Jun 2019 (11 months)

Built and maintained REST APIs and backend services using Spring Boot, including JWT-based authentication and RBAC. Resolved N+1 query issues and implemented background jobs with Spring Batch and Quartz Scheduler.