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marianamartiyns/README.md

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⋆. 📊 𐙚 ˚ About Me:

class AboutMe:
    def __init__(self):
        self.name = "Mariana Martins"
        self.role = "Junior Data Analyst"
        self.university = "Universidade Federal da Paraíba (UFPB)"
        self.degree = "B.Sc. Data Science & Artificial Intelligence"
        self.expected_graduation = "2027"
        self.location = "João Pessoa, PB — Brazil"

        self.current_position = {
            "title": "Junior Data Analyst",
            "company": "TIVIT",
            "focus": [
                "Data analysis and reporting for business decision-making",
                "SQL querying and data pipeline support",
                "Dashboard development and KPI monitoring",
                "Data quality assurance and documentation"
            ]
        }

        self.profile = (
            "Data analyst and research-oriented student with a strong foundation in "
            "data engineering, machine learning, and analytics. "
            "I bridge technical rigor with clear communication, "
            "delivering insights that support strategic decisions and real-world impact."
        )

        self.objectives = (
            "To design scalable data systems, develop intelligent models, "
            "and build solutions that drive evidence-based decision-making "
            "across business and scientific domains."
        )

class FocusAreas:
    def __init__(self):
        self.data = [
            "Data Analysis & Business Intelligence",
            "SQL Optimization & Analytical Modeling",
            "Power BI & Strategic Dashboards",
            "ETL Pipelines & Data Engineering"
        ]

        self.ai_ml = [
            "Machine Learning & Deep Learning",
            "Computer Vision",
            "Self-Supervised Learning",
            "Model Evaluation & Feature Analysis"
        ]

        self.dev = [
            "Front-end with React, TypeScript, Tailwind",
            "Data-driven platforms and academic systems",
            "Clean UI/UX for analytical applications"
        ]

        self.languages = {
            "Portuguese": "Native",
            "English": "Intermediate",
            "French": "Basic",
            "Italian": "Basic"
        }

Important

Tools & Stack:

Python    Jupyter    MySQL    Power BI    Excel    VsCode    Oracle

Pinned Loading

  1. ChatBot-MunicipAI ChatBot-MunicipAI Public

    Intelligent chatbot with Indicators Dashboard developed for internal use by a private company, with the aim of providing fast and reliable responses on public data from Brazilian municipalities and…

    Python 8 5

  2. API-LogisticRegression API-LogisticRegression Public

    End-to-end machine learning project with logistic regression to predict customer churn, using FastAPI for the backend and Streamlit for a modern, interactive frontend.

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  3. ComputerVision-and-NLP ComputerVision-and-NLP Public

    Forked from giselemenezes/Lista-DL

    A collection of deep learning projects focused on computer vision and natural language processing (NLP). Includes a CNN model trained on CIFAR-10 and a sentiment analysis project using Twitter data.

    Jupyter Notebook