Skip to content
View caiselvas's full-sized avatar
18 followers · 26 following

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

Highlights

  • Pro

Block or report caiselvas

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
caiselvas/README.md

Cai Selvas Sala

About Me

I'm an Artificial Intelligence student at the Universitat Politècnica de Catalunya (UPC), passionate about leveraging machine learning, deep learning, data science and data analysis to solve complex problems. With a solid foundation in programming languages and AI, I strive to create impactful solutions in the field of artificial intelligence.

Current Studies

  • 📚 Bachelor's degree in Artificial Intelligence (2022 - Present): Universitat Politècnica de Catalunya (UPC), Barcelona, Spain.
  • 🏆 Achievements: Highest honors in Programming and Algorithms I, Mentor of newcomers, Member of Junta de la FIB (Shoool Board of Barcelona School of Informatics).
  • 📈 Current Grade: 8.55/10.

Skills

  • Programming Languages: Python, R, SQL, C, C++, PDDL, CLIPS.
  • Main Skills: Machine Learning, AI algorithms, Deep Learning & Neural Networks, Data Science & Data Analysis, Natural Language Processing (NLP), Mathematics & Statistics, Parallelization.

Hackathons and Events

  • [Aina Hack 2024] Winner project (LaIA): LaIA is an AI assistant for Catalan administration that simplifies access by accepting files and images as inputs, supporting internet searches, and generating informative text and video outputs to guide users through administrative processes.
  • [HackUPC 2024] InterSystems challenge: Creation of a program that suggests travel destinations and points of interest by leveraging user prompts, image recognition, and Retrieval-Augmented Generation (RAG) using embeddings on the InterSystems IRIS Data Platform.
  • [Challenge IA i Auditoria 2024] Winner project: A project to predict the inventory impairment using advanced AI models such as autoencoders (NN), advanced time series algorithms, EBM for explaining the results, word embeddings, RAG to interpret the results and more. We emerged to create a model user friendly in order to help auditors with their work.
  • [Datathon FME 2023] NTT Data challenge: A project that forecasted the next year’s required purchases for a set of hospitals using time series analysis.
  • [HackUPC 2023] Winner of Bunge’s challenge: Developed a program that processes requests in natural language to extract information from large datasets.

Languages

  • Spanish (Native).
  • Catalan (Native).
  • English (Advanced).

Past Studies

  • Technological Baccalaureate (2020 - 2022): Institut Escola Industrial, Sabadell, Spain.
    • Grade: 9.1 (highest honors). Selectivity (PAU) grade: 12.44.

Pinned Loading

  1. pauhidalgoo/LaIA pauhidalgoo/LaIA Public

    Making the Catalan administration more accessible to youngsters - Web search and video creation assistant - AinaHack Winner

    Python 6

  2. challenge-auditoria challenge-auditoria Public

    Project to detect inventory impairment in any company dataset using AI. Its goal is making the work of the auditors easier and it was the winning project of the Challenge IA i Auditoria in the Col·…

    Jupyter Notebook 3

  3. pauhidalgoo/top-streaming-songs-modeling pauhidalgoo/top-streaming-songs-modeling Public

    This repository contains the PMAAD course project from the Artificial Intelligence Degree at Universitat Politècnica de Catalunya. It models and analyzes Spotify's top 40 weekly streamed songs (201…

    R 5

  4. bicing-optimization-local-search bicing-optimization-local-search Public

    This repository seeks to optimize bikes distribution of a public bicycle renting service across city stations using local search algorithms like Hill Climbing and Simulated Annealing, aiming to min…

    Python

  5. pauhidalgoo/word-embeddings pauhidalgoo/word-embeddings Public

    Word embeddings are very useful representations of words that can represent semantic information. This project trains some Word2Vec embeddings, uses RoBERTa (and other embeddings) for semantic text…

    Jupyter Notebook 2

  6. nuriallfe/hackupc-2024 nuriallfe/hackupc-2024 Public

    Jupyter Notebook 2