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.
- ๐ I uncover patterns in vast oceans of data, finding stories others overlook.
- ๐ฎ I predict the future with machine learning models that go beyond the obvious.
- ๐ง 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.
- โ Data Cleaning & Preprocessing โ Every great story starts with well-structured data.
- โ Exploration & Visualization โ Turning raw numbers into compelling, insightful narratives.
- โ Predictive Modeling & Machine Learning โ Forecasting trends with surgical precision.
- โ Model Optimization & Deployment โ Because a model is only valuable when it impacts the real world.
- โ Generative AI in Action โ Content creation, idea generation, and creative automation.
I work at the crossroads of analytics and generation, where AI doesnโt just interpret the worldโit actively transforms it.
My mission? To build models that donโt 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.
Iโm 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, letโs talk!
๐ฉ Drop me a messageโthe next big idea could be just one conversation away.
Thanks for stopping by!
Here are some of my most relevant projects, where I apply AI, data science, and machine learning to solve real-world challenges.
- ๐ก๏ธ Ethical Emerging Technologist Certified by CertNexus. Focused on ethical AI, data privacy, and responsible technology development.
- ๐ข Advertising Engine with Semantic Targeting & Reinforcement Learning AI-powered ad engine optimizing audience segmentation using semantic analysis and reinforcement learning.
- ๐ฅ YouTube Metadata with Machine Learning AI-driven analysis of YouTube metadata to uncover trends and insights from video performance.
- ๐ SpaceX Data Analysis Exploratory and predictive analytics on SpaceX launch data to identify key success factors.
- ๐ Emotion Detection Web App NLP-based web app that analyzes text input to detect and classify emotions.
- ๐ Flask API with OpenAI GPT-3 & IBM Watson API integrating OpenAI's GPT-3 and IBM Watson services to enhance conversational AI capabilities.
- ๐ Fine-Tuning RoBERTa for Sentiment Analysis NLP model fine-tuned on IMDb reviews to analyze sentiment with high accuracy.
- ๐ธ Celebrity Facial Recognition Deep learning model for recognizing celebrities from images using facial recognition techniques.
- ๐ค PhotoNamesAI AI-powered image naming tool that generates meaningful photo titles automatically.
- ๐ด Drowsiness Detection AI system detecting driver drowsiness using computer vision and deep learning.
- ๐ท Wine Quality Prediction ML model predicting wine quality based on chemical composition.
- ๐ก House Prices Regression Models Predicting real estate prices using regression techniques.
- ๐ฉบ Breast Cancer Prediction AI-driven diagnostic model for breast cancer detection.
- ๐ฌ AI Chatbot with BlenderBot & Transformers Advanced conversational AI chatbot built using Facebook AI's BlenderBot and Transformer models.
๐ Category | ๐ 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 |
๐ Degree | ๐ซ Institution | ๐ Status |
---|---|---|
Masterโs 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 |
๐ Certification | ๐ซ Institution | ๐ 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 | Apr. 2023 | |
Data Mining Business Intelligence | NtFor | Apr. 2023 |
Advanced Excel and Power BI Data Visualization | Bilib | Mar. 2023 |
Google Ads Search Campaigns | Oct. 2021 | |
Google Analytics | Oct. 2021 |
- LinkedIn: linkedin.com/in/pdro-ruiz
- Huggin Face: huggingface.co/pdro-ruiz