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Hello, I'm

Fernando Herrera Poch

AI with purpose | Building virtual assistants & data solutions

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const engineer = {
    name: 'Fernando',
    role: 'AI Engineer',
    focus: [
        'Virtual Assistants',
        'Data Solutions',
        'Sustainability'
    ],
    status: 'Researching & Learning'
    active: true,
};

AboutMe

AI with purpose

Artificial Intelligence Engineer at the International Chair of Artificial Intelligence and Agriculture (CIIAA). Passionate about researching and developing AI solutions that positively impact the world and protect the planet. Previously worked as a Data Analyst and have experience in data mining research and KDD.

This repository is an experimentation space created with the help of Generative AI. It represents my commitment to continuous learning and critical adaptation to new technologies, combining my engineering experience with the potential of agents and LLMs.

AI & ML
Virtual Assistants
Python
MySQL
Data Viz
Clean Code

MyProjects

In Development
Processing
Next Developments
In Development

Pet Shop Assistant

Voice-controlled inventory management system designed for accessibility.

FastAPI React Voice Agents GenAI Accessibility
Info Code
In Development

ArenaLogic

Real-time multiplayer competitive game to test logical reasoning through Boolean gate puzzles.

FastAPI React WebSockets Logic
Info Code
In Development

MCP AI Data Agent

MCP-based agent for end-to-end data analysis with real code execution and LLMs.

MCP Agents GenAI KDD ETL
Info Code
Next Developments

RAG Production Stack

Production-oriented RAG system: adaptive chunking, automatic evaluation, and traceability.

RAG LangChain Prod
Info Code
Roadmap

LLM Chatbot API

FastAPI backend for LLM chatbots. RAG support (Web, PDF), message management, and AI responses.

FastAPI RAG LLM
Info Code
Roadmap

Multi-Agent System

Multi-agent system with LangGraph for complex task resolution (Planning, Critique).

LangGraph Agents
Info Code
In Development

ETL Performance Project

Performance comparison in ETL flows, expanded and enhanced with advanced AI techniques.

ETL Data Eng Performance
Info Code
Personal Roadmap

MLOps Reference Pipeline

Complete MLOps pipeline, inspired by my thesis, redesigned with production criteria (End-to-End, Reproducible).

MLOps Python Docker
Info Code
Roadmap

LLM Eval Framework

Framework for automatic evaluation of LLM-based systems. Metrics and Benchmarks.

Eval Benchmarks
Info Code
In Development

Cloud Management App

Application for management and supervision of AWS services. Decorators, Boto3, Observability.

AWS Cloud DevOps
Info Code
Roadmap

GenAI Practical Course

Practical course on agent design and RAG with LangChain and LangGraph for engineers.

Course Education
Info Code
Roadmap

Web Security & Benchmarks

Exploration of security in web applications and AI benchmarks. Authentication and Robustness.

Security Web
Info Code

ContactMe

Let's talk about your next project

Do you have an idea in mind? I'm available for new challenges and collaborations.

fhp101ml@gmail.com
Córdoba, Andalucía, España