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Acquarts/README.md

Hi, I'm Adrián 👋

I build AI solutions that work in production, from predictive models to conversational agents powered by LLMs.

My focus is on Applied AI & Data Science: turning complex problems into working systems using Machine Learning, RAG pipelines, and agentic architectures. I enjoy the full journey from prototype to deployment.

Check out my work at azafuture.com, where I share projects, experiments, and practical AI implementations.

What I work on

  • 🤖 AI Agents: conversational systems, RAG pipelines, LangChain, multi-agent architectures
  • 📊 Data Science: predictive modeling, demand forecasting, customer segmentation
  • 🧠 Deep Learning: computer vision (YOLO, ResNet, EfficientNet), neural networks
  • 🚀 MLOps & Deployment: FastAPI, Docker, AWS, Streamlit, Railway
  • 🔄 Automation: n8n workflows, intelligent pipelines

About Me

  • 🎯 Applied AI Engineer at Aselvia, building conversational agents with Python, RAG, LangChain, FastAPI and vector databases
  • 📈 Previously Data Scientist at Tiendas MGI demand forecasting, Power BI dashboards, pricing optimization
  • 🎓 Master's in Applied AI from Instituto Europeo de Posgrado
  • 🛠️ I prototype fast, iterate often, and ship things that solve real problems
  • 🎨 Senior 3D Artist background for video games

Tech Stack

Languages:      Python, SQL
ML/DL:          scikit-learn, TensorFlow, PyTorch, Keras
Computer Vision: OpenCV, YOLO, ResNet, VGG, EfficientNet
LLMs & RAG:     LangChain, GPT, Claude, Gemini, Pinecone, Hugging Face
Cloud & Deploy: AWS (Bedrock, Lightsail), Docker, FastAPI, Streamlit
Data & BI:      pandas, Power BI, Matplotlib, Seaborn, Plotly
Automation:     n8n

Let's Connect

Building AI that actually works. 🚀

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  1. travel-planner-system travel-planner-system Public

    An intelligent travel planning system that uses OpenAI GPT-4o, RAG (Retrieval-Augmented Generation) and advanced Prompt Engineering techniques to generate high-quality personalized itineraries for …

    Python

  2. videogames-chatbot videogames-chatbot Public

    Specialized video game chatbot with Steam API integration, powered by Claude AI and RAG (Retrieval Augmented Generation).

    Python

  3. ai-agents ai-agents Public

    A collection of AI agents built with Google ADK, LangChain, and modern agentic tools.

    Python

  4. cv-object-and-person-detector cv-object-and-person-detector Public

    An interactive web application built with Streamlit that uses YOLOv8 to automatically detect objects and people in videos.

    Python

  5. data-analysis-projects data-analysis-projects Public

    This repository contains my Data Analytics projects, exercises, and experiments as I build my expertise in this field. Expect a blend of technical analysis with a creative mindset shaped by years o…

    Jupyter Notebook

  6. data-science-projects data-science-projects Public

    Development of Data Science solutions applied to real problems, combining exploratory data analysis, advanced visualization and Machine Learning model implementation.

    Jupyter Notebook