Software Engineer — AI & Agentic Systems

Fabio Zihlmann

I build the agents that run the platform. 5+ years shipping zero-incident production systems at JPMorgan Chase, now focused on multi-agent orchestration, MCP servers, and autonomous developer tooling.

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Fabio Zihlmann

Software Engineer with 5+ years in a Fortune 50 financial environment, owning Kafka streaming pipelines, Spring microservices, and cloud infrastructure end-to-end. Recent work centers on agentic AI engineering: designing a 30+ agent Copilot platform, authoring MCP servers in Java/Spring Boot, and building requirements-to-PR pipelines that autonomously implement, build, and open pull requests across production codebases. I care about production safety, practical guardrails, and automation that actually ships.

Selected work

Multi-Agent Copilot Platform

Private

Conductor-orchestrator architecture in GitHub Copilot Chat routing across 30+ specialist agents for code investigation, story implementation, Kubernetes ops, and CI/CD — eliminating context-switching across repos and toolchains for the entire team.

Claude Sonnet/OpusGitHub CopilotMulti-AgentJavaSpring Boot

Enterprise MCP Server

Private

Java 21 / Spring Boot MCP server enabling Copilot Chat to query four enterprise databases (Oracle + DB2) under Kerberos auth, with read-only production safety and Jasypt-encrypted configuration.

MCPJava 21Spring BootOracleDB2

Requirements-to-PR Pipeline

Private

Agentic pipeline that ingests Jira tickets, clarifies scope with the user, plans against the live codebase, implements Liquibase changesets and Kafka/Camel logic, runs builds, and opens pull requests — delivered across three production microservices with zero post-release defects.

Agentic AISpring BootKafkaLiquibaseJenkins

AI API-Discovery Skill

Private

Java CLI wrapping 89 predefined REST endpoints across five microservices with automatic enterprise JWT generation, used by test-generation agents to validate UI-to-API-to-DB mappings end-to-end.

JavaRESTJWTAgentic Tooling

Kafka Fraud-Detection Streaming Platform

Private

Kafka producer/consumer applications processing 10M+ records daily, streaming transaction data from mainframe sources into SQL Server for real-time fraud-detection workflows.

Apache KafkaSpring BootSQL ServerAWS

Playwright UI Regression Suite

Private

Playwright-based UI regression and performance validation suite for a Spring/React operations application on GKP, with parallel execution and pipeline gates that block releases on pass-rate thresholds.

PlaywrightReactGKPCI/CDJenkins

Experience

Associate Software Engineer · JPMorgan Chase & Co.

2020 — Present
  • Designed and shipped a 30+ agent Copilot platform (Conductor + specialists) covering code investigation, story implementation, and cloud ops — cutting production-issue investigation from hours to minutes.
  • Authored a Java 21 MCP server and 8 Spring Boot skill services exposing enterprise systems (AWS, Kubernetes, Jenkins, Oracle/DB2) as agent tools with production-safe guardrails.
  • Owned four production-critical applications (Kafka pipelines + Spring microservices) with zero production incidents across all releases; engineered streaming throughput of 10M+ records/day.

Software Developer Intern · JPMorgan Chase & Co.

2019 — 2020
  • Built a Selenium + Cucumber BDD suite with 200+ scenarios for a customer-facing checking application, scheduled for continuous regression across browsers and environments.

Skills

Java 17/21Spring BootApache KafkaMulti-Agent OrchestrationModel Context Protocol (MCP)GitHub Copilot Custom AgentsAWS (ECS, EC2, Lambda, S3)Kubernetes / GKPTerraformPlaywrightPythonPostgreSQL / Oracle / SQL Server

I also run private tools on this site.

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