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  • FIB (UPC)
  • Barcelona, Spain

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AlexBuenoL/README.md

Welcome!

Student of Master's Degree in Data Science and graduated in Computer Science at UPC. Currently working as a Python Software Engineer.

My goal is to apply my knowledge in Machine Learning and Deep Learning, together with multimodal data handling to solve complex problems.

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  1. End-To-End-Multi-Modal-Pipeline-with-RAG End-To-End-Multi-Modal-Pipeline-with-RAG Public

    End-To-End pipeline to handle images, text, videos, and tabular data about Steam games coming from different APIs. Some analytical tasks were developed using pre-trained models such as CLIPS for cr…

    Jupyter Notebook

  2. Alternate-MLP-optimization-algorithms Alternate-MLP-optimization-algorithms Public

    Project developed as a Computer Science Bachelor's Thesis at UPC, in which alternate optimization algorithms for training MLP are developed.

    Python

  3. ACME-FLying-ETL ACME-FLying-ETL Public

    This projects implements an ETL for ACME Flying data. It extracts and transform operational data from AMIS and AMOS databases, and CSV files with information about aircrafts and personnel.

    Python 1

  4. Car-Price-Predictor Car-Price-Predictor Public

    This repository contains the code, analysis, and results of a Machine Learning project focused on predicting sales prices of cars based on real data from serbian market.

    Jupyter Notebook

  5. CNN-Image-Classification CNN-Image-Classification Public

    This project explores the use of convolutional neural networks (CNNs) for binary image classification, specifically detecting whether a person in an image is smiling. Implemented with PyTorch

    Python 1

  6. FlyNExplore FlyNExplore Public

    This is a full-stack web application using React, Flask API REST and SQLAlchemy that helps users find the cheapest flights based on specific criteria, such as travel dates, origin and destination c…

    JavaScript 1