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Ayush Saxena

@ayushsaxena6

Software Engineer II at JPMorgan Chase building MCP tools and Kubernetes platforms; created Meridian, an AI engine that caught 29 broken changes.

India

Message

At JPMorgan Chase & Co., I build MCP servers connecting Bitbucket, Jira and Jules to AI agents, cutting code-review turnaround by 40%. I also helped migrate the Loan IQ lending platform to Kubernetes, with 99.9% uptime through cutover.

I built Meridian, a multi-agent software-delivery engine that turns requests into tested code changes. Its evaluation gate stopped 29 of 29 broken changes on SWE-Bench Pro tasks, and I added a rehearsal harness to test the engine before paid runs.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer II

Current

JPMorgan Chase & Co.

Feb 2023 - Present (3 years 9 months)

Built MCP servers to automate code review and issue triage, cutting review turnaround by 40%. Migrated Loan IQ to Kubernetes with 99.9% uptime and reduced production incidents by 35% via Jenkins pipelines.

MCP Bitbucket Jira Jules Terraform CI CD Kubernetes Docker Jenkins React Microservices Java Python PostgreSQL AWS

Software Engineer I

JPMorgan Chase & Co.

Jun 2023 - Dec 2025 (2 years 6 months)

Developed self-service environment provisioning and real-time health dashboards, reducing onboarding effort by 80% and improving visibility across global regions.

Terraform CI CD Kubernetes React Docker Jenkins Microservices