I build things that run, scale, and don’t fall apart.

19+ years shipping backend systems for finance, healthcare, telecom and credit scoring — now fully focused on combining C#/.NET with AI-native architecture, multi-agent systems, and RAG intelligence.

If it involves distributed systems, clean architecture, or using AI to automate what humans shouldn’t be doing… I’m in.

• AI agents that make real decisions
• RAG systems that actually understand context
• Distributed backends that handle serious traffic
• Turning legacy pain into modern, fast, clean architecture

I like projects where engineering meets product impact.

An end-to-end sales system powered by 3 autonomous agents:

• SalesAgent — logic + coordination
• ProductAgent — vector search + matching
• OrderAgent — pricing + payment
  Think: a full sales workflow powered by AI, no humans required.

An agent that reads your codebase, builds a vector index, and becomes a technical assistant capable of answering deep architecture questions.
It’s like having a senior dev who knows the entire system by heart.

• C# / .NET 8 • High-performance APIs • Microservices
• Python • LangChain • OpenAI
• Milvus / Qdrant • Vector DBs
• Docker • Azure DevOps • CI/CD
• SQL Server • Oracle • MySQL • MongoDB

If it’s fast, scalable and elegant — I’ll use it.
If not — I’ll rewrite it.

• Build systems that matter
• Keep architecture clean
• Make things faster than they were
• Use AI where it gives leverage
• Stay curious, ship often

https://www.linkedin.com/in/pablomereles/

Always building. Always learning. Always pushing. ⚡