AI Engineer · AI Consultant
I design and ship end-to-end AI solutions: from the language model and agents, to the microservices that serve them and the hardware they run on.
I've worked with AI since 2020 — from academic foundations (genetic algorithms, MCTS, decision trees) to building real agentic platforms: voice and generative-AI assistants on microservice architectures, STT/TTS/NLU pipelines, custom MCP servers, and LLM observability with Langfuse, Grafana and Prometheus.
I don't stop at the demo: I orchestrate, monitor and operate. Today I apply AI to engineering and industrial workflows, including environments where AI lives alongside hardware.
Your company wants to use AI agents, but the jump from notebook to production is where almost everyone gets stuck. I close that gap.
I integrate AI into industrial and device workflows: from backend to firmware. If your product has electronics, you don't need two vendors.
Systems to generate and manage content with AI — from scripts to publishing — built with engineering rigor, not just loose prompts.
Multi-provider (OpenAI, Anthropic, Google) with a custom MoE: parallel model voting with consensus. Bio-inspired brain on LangGraph, 20+ MCP services, continuous semantic evaluation (122 cases with an LLM judge), Langfuse/Grafana observability and its own hardware (ESP32-S3). 1,001 commits, 36 releases.
Spring Boot + Eureka microservices with an E2E voice layer: local Whisper, an LLM-RAG intent manager with 3-model MoE voting, dynamic task decomposition and a TTS chain with fallbacks. Deployed on Raspberry Pi.
An MCP server that drives e2 Studio / Renesas RX from an agent: build, debug and memory analysis. The exact bridge between LLMs and real hardware tooling.
A multimodal assistant built in the first wave of generative AI: GPT, Whisper, Azure TTS, DALL-E and RAG over Obsidian. Ionic/Angular app + Spring Boot server. 485 commits.
A business-digitalization project oriented to Industry 4.0: capturing, processing and exploiting data for decision-making.
Let's talk. Tell me the problem and I'll be straight about whether I can help and how.
info@antoniopuerto.com