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🎯
Focusing
🎯
Focusing
20 followers · 27 following
  • UFPB
  • João Pessoa, Paraíba, Brasil

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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sergiocaua311/README.md

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class Sergin:
    def __init__(self):
        self.name        = "Sérgio Cauã"
        self.role        = "Data Scientist & ML Engineer"
        self.location    = "João Pessoa, PB 🇧🇷"
        self.focus       = ["ML", "Data Analysis"]
        self.currently   = "Explorando LLMs e MLOps"

Skills

LANGUAGES

Python R SQL

MACHINE LEARNING & AI

Scikit-Learn Keras

DATA ANALYSIS & VISUALIZATION

Pandas NumPy Matplotlib Seaborn Plotly

DATABASES

PostgreSQL MySQL

BIG DATA

Apache Spark

MLOPS & CLOUD

Docker Git Jupyter AWS

Statistics

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  1. micaeltoscano/ENEM-Classification-Performance-Absenteeism micaeltoscano/ENEM-Classification-Performance-Absenteeism Public

    A Machine Learning project that analyzes how socioeconomic factors influence student performance and absenteeism in the Brazilian ENEM exam (2019–2023), using predictive models to identify educatio…

    Jupyter Notebook 2 1

  2. Deep-Learning Deep-Learning Public

    Deep Learning projects covering MLPs, CNNs, Autoencoders, and Environmental Sound Classification using Audio Spectrogram Transformers (AST).

    Jupyter Notebook

  3. micaeltoscano/Alzheimer-ML-Optimization-Study micaeltoscano/Alzheimer-ML-Optimization-Study Public

    A Machine Learning project focused on Alzheimer’s disease classification using OASIS datasets, with a comparative analysis of nonlinear optimization methods applied to models such as Logistic Regre…

    Jupyter Notebook 1

  4. micaeltoscano/MNIST-Digit-Classification-Linear-Models micaeltoscano/MNIST-Digit-Classification-Linear-Models Public

    A Machine Learning project focused on handwritten digit classification (MNIST subset: 0, 1, 4, 5) using manually implemented linear models, feature engineering (intensity and symmetry), and One-vs-…

    Jupyter Notebook 1

  5. micaeltoscano/Music-and-Mental-Health-Analysis micaeltoscano/Music-and-Mental-Health-Analysis Public

    A data analysis project exploring how music listening habits relate to mental health, examining correlations between preferences, listening frequency, and conditions such as anxiety, depression, in…

    Jupyter Notebook 2

  6. fakty-ai fakty-ai Public

    Forked from cortechx-team/fakty-ai

    Fakty is an AI-powered system designed to detect fake news and AI-generated images through multimodal analysis, combining natural language processing and computer vision techniques.

    TypeScript 1