HeberTU
I'm passionate about collaborating with business experts and engineering teams to build real-world machine learning systems.
Senior Data Scientist at GlovoBarcelona
Pinned Repositories
advance_python_functionalities
association_metrics
Python module for measure the degree of association between variables
curso-python-cac
Material del curso de programación en Python del Colegio de Actuarios de Cataluña
fraud-detection-system
This repository contains a robust Machine Learning-based Fraud Detection System designed to identify and flag potentially fraudulent transactions in near real-time.
genre-classification-MLOps
This repo contains an end-to-end mlflow pipeline for music genre classification.
Machine-Learning-DevOps
Software engineering fundamentals needed to successfully streamline the deployment of data and machine-learning models in a production-level environment.
ml-system-learning-resources
Curated list of resources about Machine Learning Systems
sentence-transformers
Sentence Embeddings with BERT & XLNet
Sparkify
Data Modeling with Postgres
word-2-vect-skipgram
This repository contains an Efficient implementation of Word Representations in Vector Space, as proposed by Mikolov et al.
HeberTU's Repositories
HeberTU/curso-python-cac
Material del curso de programación en Python del Colegio de Actuarios de Cataluña
HeberTU/association_metrics
Python module for measure the degree of association between variables
HeberTU/ml-system-learning-resources
Curated list of resources about Machine Learning Systems
HeberTU/Machine-Learning-DevOps
Software engineering fundamentals needed to successfully streamline the deployment of data and machine-learning models in a production-level environment.
HeberTU/Sparkify
Data Modeling with Postgres
HeberTU/customer-churn-prod
This project implements an ML model to identify credit card customers that are most likely to churn. However, the main focus will be following coding (PEP8) and engineering best practices for implementing software (modular, documented, and tested).
HeberTU/fraud-detection-system
This repository contains a robust Machine Learning-based Fraud Detection System designed to identify and flag potentially fraudulent transactions in near real-time.
HeberTU/word-2-vect-skipgram
This repository contains an Efficient implementation of Word Representations in Vector Space, as proposed by Mikolov et al.
HeberTU/advance_python_functionalities
HeberTU/deploy-ml-model-fastapi-heroku
This repo shows how to deploy a simple machine learning classification model following CI/CD principles with FastAPI on Heroku.
HeberTU/genre-classification-MLOps
This repo contains an end-to-end mlflow pipeline for music genre classification.
HeberTU/airflow-examples
HeberTU/cronos
Cronos is a machine learning logistic system to optimize stock allocation to a customer’s orders.
HeberTU/data-engineering
Data Engineering Udacity Course
HeberTU/design-patterns
This repo contains examples of software design patterns in python.
HeberTU/Disaster-Response
Automatic tagging for Disasters messages
HeberTU/docker-python
This repo demonstrate how to use Docker to deploy a simples flask app
HeberTU/FlaskWebSocialBlog
A Social Blog web page project to showcase how to use Flask, SQLalchemy and Bootstrap
HeberTU/frag-py
Frag-Web-Scraper
HeberTU/lego-robotics
This repo contains python code to operate various lego projects.
HeberTU/ml-project-template
Init template for ml projects
HeberTU/nd0821-c2-build-model-workflow-starter
Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program
HeberTU/python-course
HeberTU/repo-test
HeberTU/RobustPython
Code Examples for Robust Python book
HeberTU/sage-maker-code
HeberTU/Sparkify-Cassandra
Data Modeling with Cassandra
HeberTU/Telco-Customer-Churn
The aim of this study is to analyze relevant customer data in order to develop focused customer retention programs.
HeberTU/test-curso-cac
Repositorio de prueba para el curso de CAC.
HeberTU/test-repo-curso-2024