Projects

Legal Compliance Assistant

TypeScript FastAPI TogetherAI VSCode API

A RAG-backed VSCode extension that helps developers avoid unintentionally violating security policies by analyzing code lines against uploaded security policies.

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Synopsis

MLflow DVC FastAPI CodeCarbon Pytest PyTorch Great Expectations Hugging Face

Built upon a fine-tuned state-of-the-art LM and deployed with Fast API, we created a web-based tool that takes any news URL, scrapes it and turns it into a compact summary in seconds. Also implements sentiment analysis to detect and flag bias, improving neutrality and reader trust.

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Unpackr

NextJS ReactJS Supabse Postgres OpenAI TypeScript TailwindCSS AceternityUI

Unpackr is a vibes-based group trip recommendation app. We set out to rethink how users receive travel recommendations. Instead of the typical “where do you want to go?”, we flipped the concept: You show us the suitcase that you packed (or want to pack) and we’ll tell you where you should go.

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Web FIB Visiona

JavaScript TailwindCSS HTML

Web app to streamline and automate all the management operations for the work fair.

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Web Datathon FME

Sveltekit5 TailwindCSS

Web for the 4th and 5th edition of Datathon FME.

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Mortgage Calculator

Python Streamlit Numpy Pandas

Generates amortization tables for mortgages with variable interest rates, any frequency of variation and early repayments to show losses due to a variation of the annual interest rate.

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SVM Classifier in AMPL

Ampl Python

Implemented an SVM classifier from scratch in AMPL, analyzing its convergence, primal and dual formulations, and theoretical properties from an optimization perspective.

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Critically ill patients classification

Python Sklearn Numpy Pandas

End-to-End machine learning project to explore, preprocess, and model a dataset of outcomes for over 9,000 critically ill patients.

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Cinebus

Python NetworkX OSMx beautifulsoup4 Numpy Pandas

Graph theory project that scrapes data from cinemas and combines the Open Street Map graph of Barcelona and the Bus Line graph to guide users on which buses to take to watch a desired film.

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Bittered Sling

HTML CSS Bootstrap JavaScript Axios JQuery

One-week project carried out for the JEDI UPC web development course. It consists of a webpage that serves as an API client to display cocktail preparation data, fetching it from a third party API JSON server using Axios, JQuery and other JS frameworks. It also focuses on providing proper user authentication at a basic level, front-end design and responsiveness for different screen sizes.

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Aprenentatge automàtic i desenvolupament d'un algoritme de tipus supervisat

Python Sklearn Numpy Pandas

I developed a project studying Artificial Intelligence throughout history, analyzing different Machine Learning procedures, evaluating the ethics of the field and programming an algorithm able to predict prices of second hand vehicles with high precision and deep understanding of the data.

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Citador

Python Flask

Quoting web app developed with Flask for automating the citation of references for my highschool research project following the set guidelines.

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Expense tracker

JavaScript ReactJS TailwindCSS HTML

Web-app that provides a simple way to keep track of expenses.

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Kaggle competitions

Python Streamlit Sklearn Pandas Numpy Matplotlib

A collection of notebooks from various Kaggle competitions.

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Python playground

Python Matplotlib pygame Tkinter TwilioAPI Sqlite3 beautifulsoup4 PySimpleGUI

A collection of beginner projects of very different topics developed while learning to code in Python.

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