Looking for a job

aksha User

@akshauser1

Senior Software Engineer at Oracle building MCP and RAG applications; cut page load time from 20–30 minutes to 4–5 seconds.

India

Message

At Oracle, I build Python and FastAPI microservices for the Oracle Navigator platform, serving 20K+ enterprise users. I also built an MCP tool that retrieves relevant context from OpenSearch for an AI assistant’s real-time responses.

I redesigned query execution and indexing, cutting page load time from 20–30 minutes to 4–5 seconds. I also built a hybrid notification architecture using OCI Streaming and database-backed persistence for downstream services.

Before Oracle, I built Java and Spring Boot microservices for financial systems at Morgan Stanley and production systems at Principal Global Services. Outside work, I built a Codex plugin that routes questions across MCP servers and a RAG pipeline using LangChain and OpenSearch.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer 3

Current

Oracle

Jan 2024 - Present (2 years 9 months)

Designed and built backend microservices in Python and FastAPI for scalable system-to-system integrations across the Oracle Navigator platform serving 20K+ enterprise users. Built an MCP tool for an AI assistant, improved retrieval precision with OpenSearch, and cut page load time by 99.7%.

Python fastAPI MCP OpenSearch OCI Streaming Kafka Microservices AI LLM RAG Docker Kubernetes OCI AWS CI CD Jenkins Git Linux Observability Junit Mockito Agile Scrum

Senior Associate to Manager

Morgan Stanley

Sep 2021 - Dec 2023 (2 years 3 months)

Built Java and Spring Boot microservices for high-throughput financial systems, automated fraud detection, and handled production deployments and incident management. Promoted from Senior Associate to Manager within 16 months.

Java Spring Boot Microservices Kafka SQL CI CD Jenkins Junit Mockito SOLID Code Review Mentorship

Developer

Principal Global Services

Jul 2019 - Aug 2021 (2 years 1 month)

Built and enhanced Java, Spring Boot, and SQL microservices for production systems, wrote unit and integration tests, and automated JIRA workflows to improve efficiency.