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miguelpalospou/README.md

Miguel Palos Pou

Hi there πŸ‘‹, my name is Miguel Palos.

I'm a Data & Software Engineer based in Barcelona, currently working for BBVA

A few recent highlights about me:

  • πŸ›  My current side-work focuses on LLMs projects using Langchain and AI assistants for startup companies.
  • πŸ”­ I’m a Data Scientist with experience working in large fortune 500 companies and early stage startup companies.
  • πŸŽ“ I'm currently working on a NLP project, and recently released the last version of Flip-flat, an AI house price predictor, check it out!
  • πŸ”Ž Open to opportunities for collaboration!
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These are some of my projects. Check them out!

New πŸ”₯ Session-based-Recommender-Systems-using-Graph-Neural-Networks 🧠 : This project aims to explore and apply deep learning architectures for Session-Based Recommender Systems using PyTorch PyGraph and Tensorboard. Results show a clear improvement over the current state-of-the-art architectures, thanks to our custom attentional aggregation architecture.

Building RAGs with LangChain 🧠 : Content on how to build a Retrieval-Augmented Generation systems with the combination of LangChain + open-source or API-based (OpenAI) LLMs + vector databases. Deployed on Streamlit.

Building a chatbot for bulk company PDFs πŸ’₯ : Built an app that allows users to chat with thousands of PDFs at once to extract meaningful information. Built with LangChain + open-source or API-based (OpenAI) LLMs + vector databases. Deployed on Streamlit.

FLIP-FLAT 🐼: An AI-based house price predictor built using ML models and deployed on Streamlit.

Scrapper: Built a data pipeline through web scrapping to enrich 4 public databases. The main goal of the project is to analyze correlations between electic cars, pollution rates and deaths caused by pollution wordwide.

GeoPandas: Exploratory Data Analysis project of a MongoDB database and Foursquare API to find the best location to lunch a startup.

Retail: A thorough analysis of sales, marketing and product departments of a retail company using Python, SQL & Tableau





miguelpalospou's Streak

πŸ›  Some Tools I Use:

Get in touch:

  • πŸ“« How to reach me: [email protected] or LinkedIn
  • πŸ”­ I'm currently pursuing the full-time Data Analytics Bootcamp at Ironhack. Working as a freelance career coach at Wonsulting.
  • πŸ’¬ Always down for a coffe or a call to get to know each other!

Popular repositories Loading

  1. scrapping-project scrapping-project Public

    Jupyter Notebook 1

  2. Prueba Prueba Public

  3. test test Public

  4. lab-bash lab-bash Public

    Forked from Ironhack-data-bcn-april-2023/lab-bash

    Jupyter Notebook

  5. lab-dict-sets-tuple lab-dict-sets-tuple Public

    Forked from Ironhack-data-bcn-april-2023/lab-dict-sets-tuple

    Jupyter Notebook

  6. lab-list-comprehension lab-list-comprehension Public

    Forked from Ironhack-data-bcn-april-2023/lab-list-comprehension

    Jupyter Notebook