masedos.github.io

Data Science Portfolio — Fernandes Macedo Ribeiro

Data Scientist focused on turning data into decisions: exploratory analysis, machine learning, and end-to-end ML pipelines. Below is a selection of projects, certifications, and continuing education that reflect that work.

📫 masedos@gmail.com · LinkedIn · GitHub

Skills

Languages & tools: Python, SQL, Pandas, NumPy, Scikit-learn, TensorFlow
Machine Learning: classification, regression, recommendation systems, time series
Data Engineering & MLOps: Spark, Streamlit, ML pipeline productionization
Visualization: Matplotlib, data storytelling, dashboards

Artigos

Avaliação de Modelos

Projects

Recommendation System — The Battle of Neighborhoods

Analyzed the relationship between New York City neighborhoods to recommend the best locations for a Brazilian restaurant. Key findings:

Greenwich Village (Manhattan), West Village (Manhattan), and Astoria (Queens) are among the best neighborhoods for Brazilian cuisine.
Manhattan has strong potential for the Brazilian restaurant market.
Bedford-Stuyvesant ranks last in average rating of Brazilian restaurants.
Manhattan is the best borough to be in if you prefer Brazilian cuisine.

Report · Notebook

Classification — Titanic: Machine Learning from Disaster

Binary classification problem predicting Titanic passenger survival based on the classic Kaggle competition. Explored feature engineering opportunities across passenger demographics and travel data.

GitHub · Colab

Featured Certifications

IBM Data Science Professional Certificate — Coursera — Certificate · GitHub
IBM Machine Learning Professional Certificate — Coursera — Certificate
IBM Data Analyst Professional Certificate — Coursera — Certificate
Google Data Analytics Professional Certificate — Coursera — Certificate

Continuing Education

Coursera

Machine Learning Specialization — Certificate
Machine Learning Engineering for Production (MLOps) — Certificate
Machine Learning with TensorFlow on Google Cloud Platform Specialization — Certificate
Machine Learning — Certificate
Applied Data Science with Python Specialization — Certificate
Practical Time Series Analysis — Certificate
Python for Everybody Specialization — Certificate
Google IT Automation with Python — Certificate
Build a Data Science Web App with Streamlit and Python — Certificate · GitHub

IBM via cognitiveclass.ai

Python for Data Science — Certificate
Data Analysis with Python — Certificate
Data Visualization with Python — Certificate
Machine Learning with Python — Certificate
Spark Fundamentals I — Certificate
Spark Fundamentals II — Certificate
Deep Learning Fundamentals — Certificate
Deep Learning with TensorFlow — Certificate
Accelerating Deep Learning with GPU — Certificate

Bootcamps — IGTI

Bootcamp Analista de Machine Learning — Certificate · GitHub
Bootcamp Cientista de Dados — Certificate · GitHub
Bootcamp Engenharia de Dados — Certificate · GitHub

Other platforms

Bertelsmann Data Science Challenge Scholarship — Udacity — Challenge
Python Fundamentos para Análise de Dados — Data Science Academy — Certificate
Machine Learning e Data Science com Python de A à Z — Udemy — Certificate
Desenvolvedor Fullstack Python — Digital Innovation One — Certificate
Data Analysis with Python: Zero to Pandas — jovian.ml — Certificate · GitHub
Python para Processamento de Linguagem Natural — USP/ICMC — Certificate · GitHub

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