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Vinicius-Teixeirac/README.md

Vinícius Teixeira

PhD Candidate in Computer Science @ University of São Paulo (USP)

My research lies at the intersection of geometric deep learning, event representation learning, and machine learning for large-scale textual databases.


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💻 Tech Stack

Languages ML & Graph Analysis Data Science Infra & MLOps
Python Python

R R

PostgreSQL PostgreSQL		 PyTorch PyTorch

Scikit-Learn Scikit-Learn

Neo4j Neo4j

 NumPy NumPy

Pandas Pandas



 Docker Docker

Kubernetes Kubernetes

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  1. artificial-data-generation--athletes artificial-data-generation--athletes Public

    Originally developed while tutoring in the MBA in Artificial Intelligence and Big Data at ICMC-USP, the project was created to demonstrate how observable datasets emerge from probabilistic generati…

    Python

  2. GDELT-2.0-EVENT-DATABASE-Pipeline GDELT-2.0-EVENT-DATABASE-Pipeline Public

    This project implements a lightweight but scalable data pipeline to extract, transform, and load the entire GDELT 2.0 Events Database.

    Python

  3. RL-COVID-Events RL-COVID-Events Public

    This repository contains the code necessary to conduct experiments that measure the topology preservation capacity of established dimensionality reduction methods on neighbor graphs of event-relate…

    Jupyter Notebook

  4. spatiotemporal-crime-network-analysis-framework spatiotemporal-crime-network-analysis-framework Public

    Complex network analysis of spatiotemporal crime patterns using Event Synchronization. Applied to vehicle-theft data from São Paulo, Brazil (2022–2023).

    Jupyter Notebook

  5. Multi-Domain-Geometric-Representation-Learning-for-Structured-Events Multi-Domain-Geometric-Representation-Learning-for-Structured-Events Public

    This repository presents a comparative study on representation learning and inductive biases using the GDELT Event Database. By holding data content constant across Tabular, Graph, and Text builds,…

    Python