Skip to content
View DiogoRibeiro7's full-sized avatar

Block or report DiogoRibeiro7

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
DiogoRibeiro7/README.md

Hi there πŸ‘‹, I'm Diogo Ribeiro

Welcome to My GitHub Profile!

I'm a veteran Data Scientist with over two decades of experience, proudly hailing from the picturesque country of Portugal. My journey through diverse fields such as computer science, economy, management, medicine, natural sciences, engineering, pure mathematics, and applied mathematics has been a continuous source of fascination and inspiration. Welcome to my GitHub profile!

πŸ”— Β Connect with me

GitHub Stats

GitHub Streak

github profile contributions chart


🧠 Areas of Expertise

πŸ” Data-Driven Decision Making

  • Supply Chain & Logistics: Optimizing operations to enhance efficiency and reduce costs.
  • Sustainability: Promoting environmental responsibility through data-driven strategies.
  • Finance & Health: Leveraging data to improve financial models and healthcare outcomes.

πŸ“Š Machine Learning & Statistics

  • Health Applications: Advancing healthcare solutions and outcomes using machine learning and statistical analysis.
  • Mathematical Research: Focusing on differential equations and partial differential equations to solve complex problems in epidemiology, economics, and sociology.
  • Graph Theory: Uncovering patterns and connections in social networks to provide valuable insights into human interactions.
  • Big Data Analytics in Marketing: Decoding customer behaviors and preferences to enhance business strategies.
  • Quantum Computing: Exploring its potential to revolutionize problem-solving in cryptography and optimization.
  • Statistics & Probability: Developing predictive models and risk assessment tools crucial for finance, insurance, and public policy.
  • Sustainability Algorithms: Creating algorithms that promote renewable energy use and reduce carbon footprints.

πŸ› οΈ Technical Skills

  • Statistical Modeling in Management: Expertise in survival analyses, cohort analysis, and production analysis and modeling.
  • Optimization of Industrial Processes: Ensuring efficiency and productivity through advanced optimization techniques.
  • IoT & Automation: Working with Raspberry Pi and sensors to explore applications in IoT, automation, and environmental monitoring, integrating hardware and software solutions for innovative projects.

πŸ”­ Current Research Interests

  1. Machine Learning in Health

    • Applying advanced machine learning techniques to improve healthcare solutions and patient outcomes.
  2. Mathematics & Differential Equations

    • Researching differential and partial differential equations to address challenges in various scientific and social domains.
  3. Graph Theory in Social Networks

    • Analyzing social networks to identify patterns and connections that offer deeper insights into human interactions.
  4. Big Data Analytics in Marketing

    • Utilizing big data to understand and predict customer behavior, enhancing marketing strategies and business decisions.
  5. Quantum Computing

    • Investigating the transformative potential of quantum computing in fields like cryptography and optimization.
  6. Sustainability & Renewable Energy

    • Developing data-driven algorithms to support sustainable practices and renewable energy initiatives.

🌟 Highlights

  • Extensive Experience: Over 20 years in data science, spanning multiple disciplines and industries.
  • Interdisciplinary Approach: Combining knowledge from computer science, mathematics, economics, and natural sciences to solve complex problems.
  • Hands-On Projects: Practical experience with IoT, automation, and environmental monitoring using Raspberry Pi and sensors.
  • Advanced Research: In-depth exploration of machine learning applications, mathematical modeling, and quantum computing.

πŸ“ˆ Let's Connect and Collaborate!

Thank you for visiting my profile. I'm always open to connecting with fellow data enthusiasts, researchers, and professionals. Whether you're interested in collaborating on a project, discussing innovative ideas, or exploring new opportunities, feel free to reach out!


Happy Coding and Collaborating!


Tags

#DataScience #MachineLearning #Statistics #Mathematics #QuantumComputing #Sustainability #IoT #GraphTheory #BigData #Optimization #Healthcare #Finance #Python #R #GitHub


Feel free to explore my repositories and contributions. Let's drive innovation and make impactful advancements together!

Tools and skills πŸŽ“

Area Tool
OS Linux macOS
Languages Python Node.js TypeScript R MATLAB C C++ Ruby Fortran Apache Spark
Databases PostgreSQL SQLite MongoDB DynamoDB MySQL Microsoft SQL Server Neo4j GraphQL BigQuery
Datalake Apache Iceberg Apache Hudi
Infrastructure Docker GitHub Actions AWS Datadog Prometheus Jenkins
Command Line Bash Git curl wget
Cloud Services Azure GCP AWS
Typesetting Tools LaTeX Markdown R Markdown
Streaming Apache Flink Apache Kafka Amazon Kinesis Apache Kafka
DevOps Tools Jenkins AWS CloudFormation
Data Analysis and Visualization Tableau Power BI
Data Science Jupyter RStudio Anaconda Kaggle Databricks SageMaker DataRobot H2O.ai RapidMiner Alteryx KNIME Apache Spark TensorFlow PyTorch Apache Flink Apache Kafka Snowflake BigQuery Airflow Matplotlib Plotly D3.js Tableau Power BI
Machine Learning TensorFlow PyTorch Scikit-learn Keras XGBoost LightGBM H2O.ai DataRobot RapidMiner Alteryx KNIME SageMaker Google Cloud AI Azure Machine Learning
Data Engineering Apache Spark Apache Flink Apache Kafka AWS Glue Google Cloud Dataflow Azure Data Factory

πŸ“• Β Latest Blog Posts in Medium.com

Optimization: The Science of Making Better Decisions - Wed, 09 Oct 2024

XGBoost: Seamless Integration with Python Libraries for Superior Machine Learning - Tue, 08 Oct 2024

GitHub Actions: Automate Your Development Workflow - Sun, 06 Oct 2024

Operations Research in Financial Portfolio Optimization - Thu, 05 Sep 2024

Mastering Python Dataclasses - Fri, 19 Jul 2024

Guiding a Data Scientist Towards More Effective Communication - Thu, 18 Jul 2024

What is Metadata Management? - Thu, 18 Jul 2024

Establishing Best Practices for Data Science Teams - Mon, 15 Jul 2024

Mastering Project Ownership and Management: Building Effective Teams and Processes - Sat, 13 Jul 2024

Building a Data Team in an Evolving World - Wed, 05 Jun 2024

Pinned Loading

  1. DiogoRibeiro7.github.io DiogoRibeiro7.github.io Public

    JavaScript