Professional with over 15 years of industry experience, evolving from IT Infrastructure Management to high-scale Backend Architecture and Autonomous Agentic Systems. I specialize in engineering intelligence into business processes using a pragmatic, tool-agnostic approach.
- Complex Systems: End-to-end development of mission-critical engines in EdTech, Marketplaces, and Foreign Trade. Expert in high-load SQL optimization and microservices orchestration.
- Legacy Transformation: Proven track record of bridging legacy infrastructure with modern APIs (e.g., SIU Guaraní), achieving 70% performance improvements.
- Agile Management: Leading multidisciplinary teams under Scrum/Kanban frameworks to deliver scalable, production-ready solutions.
- Agentic Architecture: Pioneering the use of Model Context Protocol (MCP) to empower LLMs with real-world enterprise tools.
- Custom Intelligence: Executing Fine-tuning processes on local LLMs to deliver domain-specific context and high-accuracy responses for specialized client requirements.
- Pragmatic Stack: Leveraging the best of Cloud and Local AI (Ollama, DeepSeek, Gemini CLI) to build resilient, cost-effective automation.
As a Lead Instructor at Centro IT (Fundación Libertad), I design and deliver specialized programs on AI adoption and advanced automation. I am passionate about technical transparency and mentoring the next generation of engineers in the "Agentic Era."
- Agen-ce: Autonomous intelligence system for Argentine Foreign Trade compliance.
- n8n-mcp-server: Open-source bridge connecting n8n workflows with agentic LLMs.
- Academic Core: Solo development of a massive-scale management engine using Java 21.
Contact & Connections
"Engineering complex solutions, sharing the blueprints."