Sr. Software Engineer @ Red Hat · AAIF Ambassador · Open Source Contributor
Building cloud-native AI infrastructure at the intersection of Kubernetes, LLMs, and agentic systems.
@ Red Hat — Telco partner blueprints and OpenShift AI for Global Telecom Partners, helping carriers deploy cloud-native infrastructure at scale on Kubernetes/OpenShift.
@ AAIF — AI Agent Infrastructure Foundation Ambassador (Linux Foundation). Contributing to the open-source agentic AI stack: MCP, AgentGateway, Goose, and AGENTS.md.
| PR | Description | Status |
|---|---|---|
| kserve/website#697 | Docs: LLMInferenceService + AgentGateway integration guide | ✅ Merged |
| kserve/website#691 | Docs: vLLM CPU backend for text generation | ✅ Merged |
| kserve/kserve#5697 | Fix: template storage resources in inferenceservice-config ConfigMap | ✅ Merged |
| Issue | Description |
|---|---|
| agentgateway#2323 | Feature: simplify KServe integration — drove architecture discussion with maintainers John Howard & Dan Hahn |
- Identified and documented the AgentGateway ↔ KServe token-tracking gap: blog post
- Validated
LLMInferenceServiceConfigbackendRef override as the zero-code-change solution for LLM-aware routing
| Project | Role |
|---|---|
| AgentGateway | LLM-aware proxy — MCP/A2A gateway with token tracking, rate limiting, GenAI telemetry |
| MCP | Model Context Protocol — how agents connect to tools and data |
| Goose | General-purpose AI agent with 70+ MCP extensions |
| AGENTS.md | Repository-level instructions format for coding agents |
- Blog: dev.to/mgonzalezo
- LinkedIn: linkedin.com/in/mgonzalezortiz
- AgentGateway Discord: discord.gg/BdJpzaPjHv