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PedroVSD/README.md

Hello, I'm Pedro

I am a Computer Science student with an interest in Data Science, Data Engineering, and MLOps. Currently, I am studying neural networks, recommendation systems, natural language processing, and delving deeper into MLOps topics. I am also developing research on the influence of personalities in LLMs within the context of negotiation and economic simulation contexts.

🎯 Focus

  • Data Science
  • Machine Learning
  • Data Engineering
  • MLOps
  • Software Engineering

Technologies

Languages

Python GO C++ Postgres

Data & Engineering

  • ETL (Extract, Transform, Load)
  • Data modeling
  • Machine learning algorithms and metrics

Pandas NumPy Polars TensorFlow PyTorch scikit-learn

Cloud

  • Google Cloud Platform (currently learning)
  • AWS (currently learning)

GCP AWS

Tools

  • Git
  • Linux

Docker Linux uv Jenkins mlflow Databricks

Frameworks

FastAPI

Projects I enjoyed building

  • ETL Pipeline and Association Rules with Python
  • Exploratory Data Analysis and Clustering (EDA)
  • A simple movie recommendation system (KNN)
  • Some projects with neural networks
  • A Python library that allows for the evaluation of psychological personalities and economic contexts using LLMs for simulation.

Pinned Loading

  1. F1-Vrum F1-Vrum Public

    Um projeto para estudar e trabalhar com APIs. Aqui será utilizado a fastAPI. A ideia é fazer algo envolvendo F1

    Python

  2. Ciencia-de-dados Ciencia-de-dados Public

    This repository contains several projects I developed in the field of Data Science. The projects cover data mining and data cleaning processes, as well as the application of machine learning techni…

    Jupyter Notebook

  3. Maratona-DSA Maratona-DSA Public

    Treinando para a maratona e alguns códigos de DSA

    C++

  4. RedesNeurais RedesNeurais Public

    Jupyter Notebook