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Encantat 👋, I'm Gerard!

A little bit about me

Typing SVG

Amongst other things: I love maths, physics, modelling & computers. No wonder why we started Nebbo, right? But did you know...

  • 🔭 Nebbo is a seasonal weather forecasting company, a Vortex spin-off, in which I am working as Technical Director
  • 🌱 I studied Maths & Physics in UAB, and Data Science in UB
  • 💬 Ask me about diving, nature and sport and I will not shut up
  • 📫 Reach me: messaging through my LinkedIn
  • 😄 Pronouns: he/him

Gerard Castro Castillo's Projects

agile icon agile

AGILE course media, taught during the Data Science MSc (UB, 2022)

awesome-conformal-prediction icon awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

batch-ml-deploy icon batch-ml-deploy

Deploy simple batch mode ML model in production. 3rd assignment of the Big Data subject of the MSc Data Science course (UB, 2022-23)

bayesian icon bayesian

Bayesian Statistics & Prob. Prog. course media taught during the Data Science MSc (UB, 2022)

bayesian-1st-assignment icon bayesian-1st-assignment

Bayesian Statistics 1st assignment, by L. Bocchi & G. Castro, for the Data Science MSc (UB, 2022-23)

big-data icon big-data

Big Data course media taught during the Data Science MSc (UB, 2022)

conformal-bayesian icon conformal-bayesian

Conformal Bayesian Computation (CBC). This paper summarizes the theoretical foundings of the CBC, as well as it applies to 2 use-cases: classification and regression.

conformal-prediction icon conformal-prediction

Conformal prediction applied to regression problems involving both exchangeable and time-series data. Carried out as part of (UB 2023) MSc thesis work.

cv icon cv

Computer Vision course media taught during the Data Science MSc (UB, 2022)

dl icon dl

DL course media taught during the Data Science MSc (UB, 2022)

ethical-ds icon ethical-ds

Ethical Data Science course media taught during the Data Science MSc (UB, 2022)

fake-jobs icon fake-jobs

Kaggle competition: classification problem on imbalanced tabular data. Part of the 'Machine Learning' course grading, for the Data Science MSc by the UB (2022-23).

fpds icon fpds

Data Science master course media (University of Barcelona, 2022-24)

immune-datathon icon immune-datathon

Immune 2022 datathon edition: implementation of the solution on the churn prediction challenge

kf-data-assimilation icon kf-data-assimilation

Data assimilation implementation using Kalman Filter for the CFD simulation of a turbulent wind flow in a finite cylinder.

ml icon ml

ML course media, taught during the Data Science MSc (UB, 2022)

nla icon nla

NLA course media taught during the Data Science MSc (UB, 2022)

nla-page-rank icon nla-page-rank

Page Rank (Google's algorithm) implementations. Numerical Linear Algebra (NLA) 3rd assignment for the Data Science MSc (UB, 2023-24)

nlp icon nlp

Natural Language Processing course media taught during the Data Science MSc (UB, 2022)

nn-from-scratch icon nn-from-scratch

Neural network implementation from scratch through a Keras-like API in Python

nosql-4-weather icon nosql-4-weather

Weather data scraping: a docker-compose setup is leveraged to collect data from a Weather API (using a Python app and its API) and it is stored into a MongoDB database

optimization icon optimization

Optimizaion course media taught during the Data Science MSc (UB, 2023)

pgm icon pgm

Probabilistic Graphical Models (PGM) course media, taught during the Data Science MSc (UB, 2023-24)

quora-question-pairs icon quora-question-pairs

Quora Question Pairs Challenge solution, https://www.kaggle.com/c/quora-question-pairs. Implemented as NLP assignment during the MSc Data Science 2023 (UB) course

recommenders icon recommenders

Recommenders course media taught during the Data Science MSc (UB, 2022)

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