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Hi there! I am Edesio

I'm a Data Scientist from Brazil. 🇧🇷

I have been researching and developing tools for machine learning and AutoML. 🤓

I am currently a Ph.D. candidate at the University of São Paulo. 👨‍🎓

Together with my advisor, we are developing a project to automate end-to-end machine learning pipelines. This journey has been very challenging and fruitful! My research interests are machine learning, AutoML, meta-learning, optimization for machine learning, computational mathematics, and bioinformatics. 👨‍🔬

I like to build things with machine learning, distributed systems, Python, SQL, modern backend/frontend frameworks. 👨‍💻

How to reach me: 📫

May the force be with you!



ealcobaca's Projects

alchemist-ai icon alchemist-ai

The Alchemist uses a pool of optimization algorithms and machine learning models to search for viable glass compositions for a given glass transition temperature (Tg) value.

alchemist-web icon alchemist-web

A Web-based platform for Alchemist. The Alchemist uses a pool of optimization algorithms and machine learning models to search for viable glass compositions for a given glass transition temperature (Tg) value.

genevis icon genevis

It is a framework for visualization gene expression data, gene/micro-RNA/RNA selection and tumor tissue classification using a perception-driven approach.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

meta-padawan icon meta-padawan

Meta-Padawan solution to the NeurIPS (2021) - Few-shot learning competition.

mlglass icon mlglass

We share in this repository some codes and data used during our research about glass property prediction and the design of new glasses.

pymfe icon pymfe

Python Meta-Feature Extractor package.

rec-sys-to-cancer icon rec-sys-to-cancer

Meta-learning system for recommending algorithms for analyzing gene expression data

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