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  • Hub Inteligência Artificial - SENAI/FIEP
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pedarias/README.md

Hello 👋, I'm Pedro.

Data Scientist

Hi there 👋

  • 🔭 I’m currently working as a Data Scientist and Mentor at HUB-IA SENAI with 1.5+ years of experience in machine learning, Deep Learning, MLOps, and Generative AI projects.
  • 🌱 I'm immersed in Python, handling real-world projects that cover a wide spectrum of topics:
    • Supervised Learning: Classification, regression, neural networks, etc.
    • Unsupervised Learning: Clustering, dimensionality reduction, credit risk, etc.
    • Time Series Forecasting: Statistical models (ARIMA, SARIMA, Prophet, etc.), LSTM networks (Single Step/ Multi-step/Multi-Output models), Temporal Fusion Transformer(TFT).
    • Natural Language Processing: Semantic Similarity, Chatbot, RAG, Graph RAG, etc.
    • Computer Vision: Classification, Object Detection, Segmentation, Transfer Learning, Fine Tuning, etc.
  • 👯 I am actively seeking to participate in a wide variety of projects, with the goal of broadening my knowledge and gaining practical experience. Committed to continuous learning, I am eager to apply my skills to solve real-world problems in the field.
  • 💬 Ask me about Data Analysis, Machine Learning, Deep Learning, MLOps, GenAI, and other AI stuff.
  • 📫 How to reach me: Email: [email protected]
  • ⚡ Fun fact: Ex football player

github-snake


💻 Tech Stack:

Python Bash Script LaTeX AWS Anaconda MySQL Neo4J Postgres Redis Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow Git GitHub GitLab Docker

Connect with me:

pedroarias92

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  1. HUB-IA HUB-IA Public

    Projetos HUB-IA SENAI

  2. MLOps-project-regression MLOps-project-regression Public

    Jupyter Notebook

  3. prf-ml prf-ml Public

    Projeto de MLOps usando dados abertos da PRF que representam ocorrências de acidentes nas rodovias federais do brasil. Neste projeto foram usados vários algoritmos e técnicas de balanceamento a fim…

    Jupyter Notebook

  4. PRF_Acidentes_Dashboard PRF_Acidentes_Dashboard Public

    Dashboard usando dados abertos da PRF que indicam ocorrências de acidentes nas rodovias federais brasileiras.

    Python

  5. time-series-forecasting-tf time-series-forecasting-tf Public

    Repositório para estudo e desenvolvimento de previsões de séries temporais usando TensorFlow, abordando tanto single-step (previsão de 1 hora à frente) quanto multi-step (previsão de 24 horas), com…

    Jupyter Notebook

  6. hospital-rag-chatbot hospital-rag-chatbot Public

    This repository is originally inspired by a 'Real Python' tutorial. This project serves as a personal educational tool designed to deepen my understanding of RAG systems, Neo4j graph databases, and…

    Python