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adanSiqueira/README.md

Hello, I'm Adan.

Brazilian 🇧🇷 Data Scientist.
Former Officer of the Brazilian Army 🎖️, who migrated from military discipline to data discipline.
Making sense of any messy datasets 😉

💡 Skills & Tools


Languages:
Python, SQL, DAX

Web Scraping and Data Extraction
Beautiful Soup, Selenium

Data Analysis & Visualization:
Pandas, NumPy, Matplotlib, Seaborn, Plotly, Streamlit, Dash, Gradio, Power BI

Statistical Modeling:
Statsmodels, Prophet

Machine Learning & Deep Learning:
Scikit-learn, XGBoost, TensorFlow, NLTK, PyTorch, HuggingFace Transformers

MLOps & Workflow Orchestration:
MLflow, Apache Airflow, Docker, Gunicorn, CI/CD pipelines(GitHub Actions)

Development & Deployment:
Django, Flask, Requests, FastAPI

Big Data & Cloud:
Apache Spark, Google Cloud Platform (App Engine, Compute Engine, Cloud Run)

Development & Notebooks:
Jupyter Notebook

LinkedIn

Pinned Loading

  1. recommendation-system-ecommerce recommendation-system-ecommerce Public

    Sistema de Recomendação Content-Based construído com modelo de machine learning TF-IDF + Cosine Similarity para lojas virtuais. Inclui appweb funcional e deploy em produção com Docker + GCP.

    Jupyter Notebook

  2. HeartDiseasePredictor HeartDiseasePredictor Public

    Flask-Bootstrap Web app using LogisticRegression algorithm model to predict heart disease risk based on clinical data and interactive visuals.

    Jupyter Notebook

  3. customer-churn-prediction customer-churn-prediction Public

    Project using BigQuery, SQL, Feature Engineering, and XGBoost to detect early signals of a customer churn, with Google Cloud deploy

    Jupyter Notebook

  4. mlops-cloud-deploy mlops-cloud-deploy Public

    Push-to-deploy pipeline for ML applications on Google Cloud with zero manual steps.

    Jupyter Notebook

  5. modular-data-pipeline modular-data-pipeline Public

    Data pipeline in Python, structured with Object-Oriented Programming (OOP), using pandas for processing, requests for automated downloads, and pathlib for directory handling. Modular and organized …

    Python

  6. ExcelWebAutomation ExcelWebAutomation Public

    A Python automation bot that reads Excel (.xlsx) records and fills a web system automatically using Selenium, OpenPyXL and TkInter for Graphical User Interface.

    Tcl