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pdro-ruiz/README.md
banner of Pedro Ismael Ruiz profile

Welcome to my universe of data and artificial intelligence

Hi , I'm Pedro Ismael Ruiz, a data architect, a pattern explorer and an intelligence creator.

If you're here, it's because you're driven by the same thing I am: infinite curiosity about data and AI, and their ability to predict, optimize and generate.

Data is my raw material, but artificial intelligence is my canvas.
I don't just analyze information; I train it, shape it, and make it speak.

  • ๐Ÿ“Š I uncover patterns in vast oceans of data, finding stories others overlook.
  • ๐Ÿ”ฎ I predict the future with machine learning models that go beyond the obvious.
  • ๐Ÿง  I create with Generative AI, exploring the potential of models that not only learn but imagine and generate.

From transformers that analyze sentiments and trends to neural networks that generate text and images, my work is a blend of technical precision and pure creativity.


๐Ÿ“Œ What Youโ€™ll Find Here

  • โœ… Data Cleaning & Preprocessing โ€“ Every great story starts with well-structured data.
  • โœ… Exploration & Visualization โ€“ Turning raw numbers into compelling, insightful narratives.
  • โœ… Predictive Modeling & Machine Learning โ€“ Forecasting trends with surgical precision.
  • โœ… Model Optimization & Deployment โ€“ Because a model is only valuable when it impacts the real world.
  • โœ… Generative AI in Action โ€“ Content creation, idea generation, and creative automation.

More Than a Data Scientist: An AI Engineer

I work at the crossroads of analytics and generation, where AI doesnโ€™t just interpret the worldโ€”it actively transforms it.

My mission? To build models that donโ€™t just think, but create.

Every project I take on is a blend of technical mastery and creative exploration. Whether it's uncovering deep insights from data or pushing the boundaries of Generative AI, I'm always searching for the next breakthrough.


๐Ÿค Letโ€™s Connect & Build Something Amazing

Iโ€™m always open to sharing ideas and collaborating with fellow AI and data enthusiasts.

If you have a project in mind or just want to chat about the future of AI, letโ€™s talk!

๐Ÿ“ฉ Drop me a messageโ€”the next big idea could be just one conversation away.

Thanks for stopping by!


Featured Projects

Here are some of my most relevant projects, where I apply AI, data science, and machine learning to solve real-world challenges.


Technical Skills

๐Ÿ“Œ Category ๐Ÿ›  Tools & Technologies
Programming Languages Prompting, Python (Expert), R, SQL, NoSQL, Java, C++, Bash
Data Manipulation & Analysis Pandas, NumPy, SciPy, Jupyter Notebooks
Machine Learning & AutoML scikit-learn, XGBoost, LightGBM, Auto-sklearn
Deep Learning TensorFlow, PyTorch, Keras
Natural Language Processing Hugging Face Transformers, SpaCy, NLTK, Gensim, GPT-based models
Data Visualization & BI Matplotlib, Seaborn, Plotly, Power BI, Tableau
MLOps & Model Deployment MLflow, Kubeflow, Airflow, Docker, Kubernetes, Jenkins
Cloud & DevOps Azure (Azure ML, Azure DevOps), AWS (SageMaker, EC2, S3, Lambda), GCP (BigQuery, Dataflow)
Big Data Apache Spark, Hadoop
Databases & Storage MySQL, PostgreSQL, MongoDB
APIs & Microservices FastAPI, Flask, RESTful APIs
Agile Methodologies & CI/CD Scrum, Kanban, CI/CD pipelines (Git, Jenkins), Jira

Education

๐ŸŽ“ Degree ๐Ÿซ Institution ๐Ÿ“Œ Status
Masterโ€™s in Data Science & Artificial Intelligence Grupo Atrium Completed
Algorithms Stanford University Completed
Machine Learning Stanford University Completed
Logic and Critical Thinking Duke University Completed
MBA in Management, Marketing & Communication Unidema Higher Education Completed

Certifications

๐Ÿ† Certification ๐Ÿซ Institution ๐Ÿ“… Date
Generative AI Engineering - Professional Certificate IBM Mar. 2025
Fundamentals of Agents Hugging Face Feb. 2025
DevOps and Software Engineering - Professional Certificate IBM Jan. 2025
Data Scientist - Professional Certificate IBM Aug. 2024
Artificial Intelligence Programme EITCA Academy Jul. 2024
AI Developer - Professional Certificate IBM May. 2024
Emerging Ethical Technologist CertNexus Apr. 2024
Azure Data Scientist Associate (DP-100) Microsoft Azure Mar. 2024
Mathematics for Machine Learning and Data Science DeepLearning.AI Sep. 2023
Agile Project Management Femxa Apr. 2023
Data Analyst - Professional Certificate Google Apr. 2023
Data Mining Business Intelligence NtFor Apr. 2023
Advanced Excel and Power BI Data Visualization Bilib Mar. 2023
Google Ads Search Campaigns Google Oct. 2021
Google Analytics Google Oct. 2021

๐Ÿ“ฌ Contact Information

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